{"type": "FeatureCollection", "features": [{"id": "10.1016/j.foreco.2022.120355", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:16:57Z", "type": "Journal Article", "created": "2022-06-22", "title": "Do mycorrhizal symbionts drive latitudinal trends in photosynthetic carbon use efficiency and carbon sequestration in boreal forests?", "description": "There is evidence that carbon fluxes and stocks decrease with increasing latitude in boreal forests, suggesting a reduction in carbon use efficiency. While vegetation and soil carbon dynamics have been widely studied, the empirical finding that ectomycorrhizal fungi (ECM) become more abundant towards the north has not been quantitatively linked to carbon use efficiency. We formulated a conceptual model of combined fine-root and ECM carbon use efficiency (CUE) as NPP/GPP (net primary production/gross primary production). For this, we included the mycorrhiza as gains in plant NPP but considered the extramatrical hyphae as well as exudates as losses. We quantified the carbon processes across a latitudinal gradient using published eco-physiological and morphological measurements from boreal coniferous forests. In parallel, we developed two CUE models using large-scale empirical measurements amended with established models. All models predicted similar latitudinal trends in vegetation CUE and net ecosystem production (NEP). CUE in the ECM model declined on average by 0.1 from latitude 60 to 70 with overall mean 0.390 +/- 0.037. NEP declined by 200 g m(-2) yr(-1) with mean 171 +/- 79.4 g m(-2) yr(-)(1). ECM had no significant effect on predicted soil carbon. Our findings suggest that ECM can use a significant proportion of the carbon assimilated by vegetation and hence be an important driver of the decline in CUE at higher latitudes. Our model suggests the quantitative contribution of ECM to soil carbon to be less important but any possible implications through litter quality remain to be assessed. The approach provides a simple proxy of ECM processes for regional C budget models and estimates.", "keywords": ["Soil C balance", "570", "550", "Forest Science", "hiilen kierto", "Carbon residence time", "Carbon use efficiency", "Forestry", "Carbon allocation", "hiilensidonta", "15. Life on land", "ta4112", "13. Climate action", "maaper\u00e4geologia", "Net ecosystem production", "Soil C:N ratio", "Mycorrhiza", "Model"]}, "links": [{"href": "https://pub.epsilon.slu.se/31150/1/makela-a-et-al-20230622.pdf"}, {"href": "https://doi.org/10.1016/j.foreco.2022.120355"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Forest%20Ecology%20and%20Management", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1016/j.foreco.2022.120355", "name": "item", "description": "10.1016/j.foreco.2022.120355", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1016/j.foreco.2022.120355"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-09-01T00:00:00Z"}}, {"id": "10.5194/acp-24-5337-2024", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:23:23Z", "type": "Journal Article", "created": "2024-05-07", "title": "Observationally constrained regional variations of shortwave absorption by iron oxides emphasize the cooling effect of dust", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. The composition of soil dust aerosols derives from the mineral abundances in the parent soils that vary across dust source regions. Nonetheless, Earth system models (ESMs) have traditionally represented mineral dust as a globally homogeneous species. The growing interest in modeling dust mineralogy, facilitated by the recognized sensitivity of the dust climate impacts to composition, has motivated state-of-the-art ESMs to incorporate the mineral speciation of dust along with its effect upon the dust direct radiative effect (DRE). In this work, we enable the NASA Goddard Institute for Space Studies ModelE2.1 to calculate the shortwave (SW) DRE accounting for the regionally varying soil mineralogy. Mineral\u2013radiation interaction at solar wavelengths is calculated according to two alternative coupling schemes: (1)\u00a0external mixing of three mineral components that are optically distinguished, one of which contains embedded iron oxides; (2)\u00a0a single internal mixture of all dust minerals with a dynamic fraction of iron oxides that varies regionally and temporally. We link dust absorption to the fractional mass of iron oxides based on recent chamber measurements using natural dust aerosol samples. We show that coupled mineralogy overall enhances the scattering by dust, and thus the global cooling, compared to our control run with globally uniform composition. According to the external mixing scheme, the SW DRE at the top of atmosphere (TOA) changes from \u22120.25 to -0.30Wm-2, corresponding to a change in the net DRE, including the longwave effect, from \u22120.08 to -0.12Wm-2. The cooling increase is accentuated when the internal mixing scheme is configured: the SW DRE at the TOA becomes -0.34Wm-2 with a net DRE of -0.15Wm-2. The varying composition modifies the regional distribution of single scattering albedo (SSA), whose variations in specific regions can be remarkable (above 0.03) and significantly modify the regional SW DRE. Evaluation against the AErosol RObotic NETwork (AERONET) shows that explicit representation of soil mineralogy and its regional variations reduces the low bias of model dust SSA while improving the range of variability across stations and calendar months. Despite these improvements, the moderate spatiotemporal correlation with AERONET reveals remaining modeling challenges and the need for more accurate measurements of mineral fractions in soils.                     </p></article>", "keywords": ["[SDE] Environmental Sciences", "Mineral dusts", "Radiation", "Physics", "QC1-999", "Cicle hidrol\u00f2gic", "15. Life on land", "Aerosols atmosf\u00e8rics", "01 natural sciences", "Radiaci\u00f3", "Chemistry", "13. Climate action", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "Pols minerals", "QD1-999", "Atmospheric aerosol", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Degradaci\u00f3 ambiental", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://acp.copernicus.org/articles/24/5337/2024/acp-24-5337-2024.pdf"}, {"href": "https://doi.org/10.5194/acp-24-5337-2024"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.5194/acp-24-5337-2024", "name": "item", "description": "10.5194/acp-24-5337-2024", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5194/acp-24-5337-2024"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-06-05T00:00:00Z"}}, {"id": "10.5194/acp-24-7421-2024", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:23:23Z", "type": "Journal Article", "created": "2024-06-28", "title": "Modeling impacts of dust mineralogy on fast climate response", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Mineralogical composition drives dust impacts on Earth's climate systems. However, most climate models still use homogeneous dust, without accounting for the temporal and spatial variation in mineralogy. To quantify the radiative impact of resolving dust mineralogy on Earth's climate, we implement and simulate the distribution of dust minerals (i.e., illite, kaolinite, smectite, hematite, calcite, feldspar, quartz, and gypsum) from Claquin et\u00a0al. (1999) (C1999) and activate their interaction with radiation in the GFDL AM4.0 model. Resolving mineralogy reduces dust absorption compared to the homogeneous dust used in the standard GFDL AM4.0 model that assumes a globally uniform hematite volume content of 2.7\u2009% (HD27). The reduction in dust absorption results in improved agreement with observation-based single-scattering albedo (SSA), radiative fluxes from CERES (the Clouds and the Earth's Radiant Energy System), and land surface temperature from the CRU (Climatic Research Unit) compared to the baseline HD27 model version. It also results in distinct radiative impacts on Earth's climate over North Africa. Over the 19-year (from 2001 to 2019) modeled period during JJA (June\u2013July\u2013August), the reduction in dust absorption in AM4.0 leads to a reduction of over 50\u2009% in net downward radiation across the Sahara and approximately 20\u2009% over the Sahel at the top of the atmosphere (TOA) compared to the baseline HD27 model version. The reduced dust absorption weakens the atmospheric warming effect of dust aerosols and leads to an alteration in land surface temperature, resulting in a decrease of 0.66\u2009K over the Sahara and an increase of 0.7\u2009K over the Sahel. The less warming in the atmosphere suppresses ascent and weakens the monsoon inflow from the Gulf of Guinea. This brings less moisture to the Sahel, which combined with decreased ascent induces a reduction of precipitation. To isolate the effect of reduced absorption compared to resolving spatial and temporal mineralogy, we carry out a simulation where the hematite volume content of homogeneous dust is reduced from 2.7\u2009% to 0.9\u2009% (HD09). The dust absorption (e.g., single-scattering albedo) of HD09 is comparable to that of the mineralogically speciated model on a global mean scale, albeit with a lower spatial variation that arises solely from particle size. Comparison of the two\u00a0models indicates that the spatial inhomogeneity in dust absorption resulting from resolving mineralogy does not have significant impacts on Earth's radiation and climate, provided there is a similar level of dust absorption on a global mean scale before and after resolving dust mineralogy. However, uncertainties related to emission and distribution of minerals may blur the advantages of resolving minerals to study their impact on radiation, cloud properties, ocean biogeochemistry, air quality, and photochemistry. On the other hand, lumping together clay minerals (i.e., illite, kaolinite, and smectite), but excluding externally mixed hematite and gypsum, appears to provide both computational efficiency and relative accuracy. Nevertheless, for specific research, it may be necessary to fully resolve mineralogy to achieve accuracy.                     </p></article>", "keywords": ["Mineral dusts", "Climatology", "Physics", "QC1-999", "\u00c0rees tem\u00e0tiques de la UPC::F\u00edsica", "15. Life on land", "01 natural sciences", "Chemistry", "13. Climate action", "Climatologia", "Radiative transfer", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "Pols minerals", "QD1-999", "Transfer\u00e8ncia radiativa", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://acp.copernicus.org/articles/24/7421/2024/acp-24-7421-2024.pdf"}, {"href": "https://doi.org/10.5194/acp-24-7421-2024"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.5194/acp-24-7421-2024", "name": "item", "description": "10.5194/acp-24-7421-2024", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5194/acp-24-7421-2024"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-06-28T00:00:00Z"}}, {"id": "10.1038/s43247-024-01441-4", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:18:46Z", "type": "Journal Article", "created": "2024-06-04", "title": "Improved constraints on hematite refractive index for estimating climatic effects of dust aerosols", "description": "Abstract<p>Uncertainty in desert dust composition poses a big challenge to understanding Earth\uffe2\uff80\uff99s climate across different epochs. Of particular concern is hematite, an iron-oxide mineral dominating the solar absorption by dust particles, for which current estimates of absorption capacity vary by over two orders of magnitude. Here, we show that laboratory measurements of dust composition, absorption, and scattering provide valuable constraints on the absorption potential of hematite, substantially narrowing its range of plausible values. The success of this constraint is supported by results from an atmospheric transport model compared with station-based measurements. Additionally, we identify substantial bias in simulating hematite abundance in dust aerosols with current soil mineralogy descriptions, underscoring the necessity for improved data sources. Encouragingly, the next-generation imaging spectroscopy remote sensing data hold promise for capturing the spatial variability of hematite. These insights have implications for enhancing dust modeling, thus contributing to efforts in climate change mitigation and adaptation.</p", "keywords": ["Aerosols", "Mineral dusts", "QE1-996.5", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Degradaci\u00f3 ambiental::Canvi clim\u00e0tic", "550", "500", "Geology", "Climatic changes", "15. Life on land", "01 natural sciences", "Environmental sciences", "[SDE.MCG] Environmental Sciences/Global Changes", "13. Climate action", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "GE1-350", "Pols minerals", "Canvis clim\u00e0tics", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://www.nature.com/articles/s43247-024-01441-4.pdf"}, {"href": "https://doi.org/10.1038/s43247-024-01441-4"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Communications%20Earth%20%26amp%3B%20Environment", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1038/s43247-024-01441-4", "name": "item", "description": "10.1038/s43247-024-01441-4", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1038/s43247-024-01441-4"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-06-04T00:00:00Z"}}, {"id": "10.5194/gmd-17-6903-2024", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:23:37Z", "type": "Journal Article", "created": "2024-09-16", "title": "Recent improvements and maximum covariance analysis of aerosol and cloud properties in the EC-Earth3-AerChem model", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Given the importance of aerosols and clouds and their interactions in the climate system, it is imperative that the global Earth system models accurately represent processes associated with them. This is an important prerequisite if we are to narrow the uncertainties in future climate projections. In practice, this means that continuous model evaluations and improvements grounded in observations are necessary. Numerous studies in the past few decades have shown both the usability and the limitations of utilizing satellite-based observations in understanding and evaluating aerosol\u2013cloud interactions, particularly under varying meteorological and satellite sensor sensitivity paradigms. Furthermore, the vast range of spatio-temporal scales at which aerosol and cloud processes occur adds another dimension to the challenges faced when evaluating climate models. In this context, the aim of this study is two-fold. (1)\u00a0We evaluate the most recent, significant changes in the representation of aerosol and cloud processes implemented in the EC-Earth3-AerChem model in the framework of the EU project FORCeS compared with its previous CMIP6 version (Coupled Model Intercomparison Project Phase\u00a06; https://pcmdi.llnl.gov/CMIP6/, last access: 13\u00a0February\u00a02019). We focus particularly on evaluating cloud physical properties and radiative effects, wherever possible, using a satellite simulator. We report on the overall improvements in the EC-Earth3-AerChem model. In particular, the strong warm bias chronically seen over the Southern Ocean is reduced significantly. (2)\u00a0A statistical, maximum covariance analysis is carried out between aerosol optical depth (AOD) and cloud droplet (CD) effective radius based on the recent EC-Earth3-AerChem/FORCeS simulation to understand to what extent the Twomey effect can manifest itself in the larger spatio-temporal scales. We focus on the three oceanic low-level cloud regimes that are important due to their strong net cooling effect and where pollution outflow from the nearby continent is simultaneously pervasive. We report that the statistical covariability between AOD and CD effective radius is indeed dominantly visible even at the climate scale when the aerosol amount and composition are favourably preconditioned to allow for aerosol\u2013cloud interactions. Despite this strong covariability, our analysis shows a strong cooling/warming in shortwave cloud radiative effects at the top of the atmosphere in our study regions associated with an increase/decrease in CD effective radius. This cooling/warming can be attributed to the increase/decrease in low cloud fraction, in line with previous observational studies.                     </p></article>", "keywords": ["Climatology", "QE1-996.5", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Degradaci\u00f3 ambiental::Canvi clim\u00e0tic", "550", "Geology", "Aerosols atmosf\u00e8rics", "15. Life on land", "Atmospheric aerosols", "An\u00e0lisi de covari\u00e0ncia", "Meteorology and Atmospheric Sciences", "13. Climate action", "Clouds", "Climatologia", "Analysis of covariance", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "Meteorologi och atmosf\u00e4rsvetenskap", "14. Life underwater", "N\u00favols"]}, "links": [{"href": "https://gmd.copernicus.org/articles/17/6903/2024/gmd-17-6903-2024.pdf"}, {"href": "https://doi.org/10.5194/gmd-17-6903-2024"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Geoscientific%20Model%20Development", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.5194/gmd-17-6903-2024", "name": "item", "description": "10.5194/gmd-17-6903-2024", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5194/gmd-17-6903-2024"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-04-15T00:00:00Z"}}, {"id": "2117/407828", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:27:55Z", "type": "Journal Article", "created": "2024-05-07", "title": "Observationally constrained regional variations of shortwave absorption by iron oxides emphasize the cooling effect of dust", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. The composition of soil dust aerosols derives from the mineral abundances in the parent soils that vary across dust source regions. Nonetheless, Earth system models (ESMs) have traditionally represented mineral dust as a globally homogeneous species. The growing interest in modeling dust mineralogy, facilitated by the recognized sensitivity of the dust climate impacts to composition, has motivated state-of-the-art ESMs to incorporate the mineral speciation of dust along with its effect upon the dust direct radiative effect (DRE). In this work, we enable the NASA Goddard Institute for Space Studies ModelE2.1 to calculate the shortwave (SW) DRE accounting for the regionally varying soil mineralogy. Mineral\u2013radiation interaction at solar wavelengths is calculated according to two alternative coupling schemes: (1)\u00a0external mixing of three mineral components that are optically distinguished, one of which contains embedded iron oxides; (2)\u00a0a single internal mixture of all dust minerals with a dynamic fraction of iron oxides that varies regionally and temporally. We link dust absorption to the fractional mass of iron oxides based on recent chamber measurements using natural dust aerosol samples. We show that coupled mineralogy overall enhances the scattering by dust, and thus the global cooling, compared to our control run with globally uniform composition. According to the external mixing scheme, the SW DRE at the top of atmosphere (TOA) changes from \u22120.25 to -0.30Wm-2, corresponding to a change in the net DRE, including the longwave effect, from \u22120.08 to -0.12Wm-2. The cooling increase is accentuated when the internal mixing scheme is configured: the SW DRE at the TOA becomes -0.34Wm-2 with a net DRE of -0.15Wm-2. The varying composition modifies the regional distribution of single scattering albedo (SSA), whose variations in specific regions can be remarkable (above 0.03) and significantly modify the regional SW DRE. Evaluation against the AErosol RObotic NETwork (AERONET) shows that explicit representation of soil mineralogy and its regional variations reduces the low bias of model dust SSA while improving the range of variability across stations and calendar months. Despite these improvements, the moderate spatiotemporal correlation with AERONET reveals remaining modeling challenges and the need for more accurate measurements of mineral fractions in soils.</p></article>", "keywords": ["[SDE] Environmental Sciences", "Mineral dusts", "Radiation", "Physics", "QC1-999", "Cicle hidrol\u00f2gic", "15. Life on land", "Aerosols atmosf\u00e8rics", "01 natural sciences", "Radiaci\u00f3", "Chemistry", "13. Climate action", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "Pols minerals", "QD1-999", "Atmospheric aerosol", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Degradaci\u00f3 ambiental", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://acp.copernicus.org/articles/24/5337/2024/acp-24-5337-2024.pdf"}, {"href": "https://doi.org/2117/407828"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2117/407828", "name": "item", "description": "2117/407828", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2117/407828"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-06-05T00:00:00Z"}}, {"id": "2117/411014", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:27:55Z", "type": "Journal Article", "created": "2024-06-28", "title": "Modeling impacts of dust mineralogy on fast climate response", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Mineralogical composition drives dust impacts on Earth's climate systems. However, most climate models still use homogeneous dust, without accounting for the temporal and spatial variation in mineralogy. To quantify the radiative impact of resolving dust mineralogy on Earth's climate, we implement and simulate the distribution of dust minerals (i.e., illite, kaolinite, smectite, hematite, calcite, feldspar, quartz, and gypsum) from Claquin et\u00a0al. (1999) (C1999) and activate their interaction with radiation in the GFDL AM4.0 model. Resolving mineralogy reduces dust absorption compared to the homogeneous dust used in the standard GFDL AM4.0 model that assumes a globally uniform hematite volume content of 2.7\u2009% (HD27). The reduction in dust absorption results in improved agreement with observation-based single-scattering albedo (SSA), radiative fluxes from CERES (the Clouds and the Earth's Radiant Energy System), and land surface temperature from the CRU (Climatic Research Unit) compared to the baseline HD27 model version. It also results in distinct radiative impacts on Earth's climate over North Africa. Over the 19-year (from 2001 to 2019) modeled period during JJA (June\u2013July\u2013August), the reduction in dust absorption in AM4.0 leads to a reduction of over 50\u2009% in net downward radiation across the Sahara and approximately 20\u2009% over the Sahel at the top of the atmosphere (TOA) compared to the baseline HD27 model version. The reduced dust absorption weakens the atmospheric warming effect of dust aerosols and leads to an alteration in land surface temperature, resulting in a decrease of 0.66\u2009K over the Sahara and an increase of 0.7\u2009K over the Sahel. The less warming in the atmosphere suppresses ascent and weakens the monsoon inflow from the Gulf of Guinea. This brings less moisture to the Sahel, which combined with decreased ascent induces a reduction of precipitation. To isolate the effect of reduced absorption compared to resolving spatial and temporal mineralogy, we carry out a simulation where the hematite volume content of homogeneous dust is reduced from 2.7\u2009% to 0.9\u2009% (HD09). The dust absorption (e.g., single-scattering albedo) of HD09 is comparable to that of the mineralogically speciated model on a global mean scale, albeit with a lower spatial variation that arises solely from particle size. Comparison of the two\u00a0models indicates that the spatial inhomogeneity in dust absorption resulting from resolving mineralogy does not have significant impacts on Earth's radiation and climate, provided there is a similar level of dust absorption on a global mean scale before and after resolving dust mineralogy. However, uncertainties related to emission and distribution of minerals may blur the advantages of resolving minerals to study their impact on radiation, cloud properties, ocean biogeochemistry, air quality, and photochemistry. On the other hand, lumping together clay minerals (i.e., illite, kaolinite, and smectite), but excluding externally mixed hematite and gypsum, appears to provide both computational efficiency and relative accuracy. Nevertheless, for specific research, it may be necessary to fully resolve mineralogy to achieve accuracy.</p></article>", "keywords": ["Mineral dusts", "Climatology", "Physics", "QC1-999", "\u00c0rees tem\u00e0tiques de la UPC::F\u00edsica", "15. Life on land", "01 natural sciences", "Chemistry", "13. Climate action", "Climatologia", "Radiative transfer", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "Pols minerals", "QD1-999", "Transfer\u00e8ncia radiativa", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://acp.copernicus.org/articles/24/7421/2024/acp-24-7421-2024.pdf"}, {"href": "https://doi.org/2117/411014"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2117/411014", "name": "item", "description": "2117/411014", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2117/411014"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-06-28T00:00:00Z"}}, {"id": "2117/415321", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:27:55Z", "type": "Journal Article", "created": "2024-09-16", "title": "Recent improvements and maximum covariance analysis of aerosol and cloud properties in the EC-Earth3-AerChem model", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Given the importance of aerosols and clouds and their interactions in the climate system, it is imperative that the global Earth system models accurately represent processes associated with them. This is an important prerequisite if we are to narrow the uncertainties in future climate projections. In practice, this means that continuous model evaluations and improvements grounded in observations are necessary. Numerous studies in the past few decades have shown both the usability and the limitations of utilizing satellite-based observations in understanding and evaluating aerosol\u2013cloud interactions, particularly under varying meteorological and satellite sensor sensitivity paradigms. Furthermore, the vast range of spatio-temporal scales at which aerosol and cloud processes occur adds another dimension to the challenges faced when evaluating climate models. In this context, the aim of this study is two-fold. (1)\u00a0We evaluate the most recent, significant changes in the representation of aerosol and cloud processes implemented in the EC-Earth3-AerChem model in the framework of the EU project FORCeS compared with its previous CMIP6 version (Coupled Model Intercomparison Project Phase\u00a06; https://pcmdi.llnl.gov/CMIP6/, last access: 13\u00a0February\u00a02019). We focus particularly on evaluating cloud physical properties and radiative effects, wherever possible, using a satellite simulator. We report on the overall improvements in the EC-Earth3-AerChem model. In particular, the strong warm bias chronically seen over the Southern Ocean is reduced significantly. (2)\u00a0A statistical, maximum covariance analysis is carried out between aerosol optical depth (AOD) and cloud droplet (CD) effective radius based on the recent EC-Earth3-AerChem/FORCeS simulation to understand to what extent the Twomey effect can manifest itself in the larger spatio-temporal scales. We focus on the three oceanic low-level cloud regimes that are important due to their strong net cooling effect and where pollution outflow from the nearby continent is simultaneously pervasive. We report that the statistical covariability between AOD and CD effective radius is indeed dominantly visible even at the climate scale when the aerosol amount and composition are favourably preconditioned to allow for aerosol\u2013cloud interactions. Despite this strong covariability, our analysis shows a strong cooling/warming in shortwave cloud radiative effects at the top of the atmosphere in our study regions associated with an increase/decrease in CD effective radius. This cooling/warming can be attributed to the increase/decrease in low cloud fraction, in line with previous observational studies.</p></article>", "keywords": ["Climatology", "QE1-996.5", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Degradaci\u00f3 ambiental::Canvi clim\u00e0tic", "550", "Geology", "Aerosols atmosf\u00e8rics", "15. Life on land", "Atmospheric aerosols", "An\u00e0lisi de covari\u00e0ncia", "Meteorology and Atmospheric Sciences", "13. Climate action", "Clouds", "Climatologia", "Analysis of covariance", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "Meteorologi och atmosf\u00e4rsvetenskap", "14. Life underwater", "N\u00favols"]}, "links": [{"href": "https://gmd.copernicus.org/articles/17/6903/2024/gmd-17-6903-2024.pdf"}, {"href": "https://doi.org/2117/415321"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Geoscientific%20Model%20Development", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2117/415321", "name": "item", "description": "2117/415321", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2117/415321"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-04-15T00:00:00Z"}}, {"id": "10.5194/egusphere-2024-157", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:23:30Z", "type": "Journal Article", "created": "2024-01-23", "title": "Probing Iceland's Dust-Emitting Sediments: Particle Size Distribution, Mineralogy, Cohesion, Fe Mode of Occurrence, and Reflectance Spectra Signatures", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Characterizing physico-chemical properties of dust-emitting sediments in arid regions is fundamental to understand the effect of dust on climate and ecosystems. For high-latitude dust (HLD), this knowledge is scarce. This study focuses on the particle size distribution (PSD), mineralogy, cohesion, iron (Fe) mode of occurrence and Visible Near Infra-Red (VNIR) reflectance spectra of dust-emitting sediments from dust-hotspots in Iceland (HLD region). Extensive analysis was conducted on top sediments collected from seven dust-sources and an intensive at Jokuls\u00e1 basin including top sediments, sediments and aeolian ripples. Fully and minimally dispersed PSDs evidenced remarkable similarities with an average median diameter of 56\u00b169 and 55\u00b162 \u00b5m. Mineralogical analyses showed the prevalence of amorphous phases (68\u00b126 %), feldspars (17\u00b113 %), and pyroxenes (9.3\u00b17.2 %), aligned with the reflectance spectra. Fe content reached 9.5\u00b10.40 wt %, mainly in silicate structures (80\u00b16.3 %), complemented by magnetite (16\u00b15.5 %), hematite/goethite (4.5\u00b12.7 %), and readily exchangeable Fe-ions or Fe nano-oxides (1.6\u00b10.63 %). Icelandic top sediments have coarser PSD compared to the high dust-emitting crusts from mid-latitude arid regions, distinctive mineralogy, and threefold bulk Fe content, with a large presence of magnetite. The congruence between fully and minimally dispersed PSDs underscores a reduced particle aggregation and cohesion of Icelandic top sediments, suggesting that aerodynamic entrainment of dust may also play a role upon emission in this region, aside of saltation bombardment. The analysis of an extensive sampling in Dyngjusandur allowed this study to present a conceptual model to encapsulate Iceland's rapidly evolving high dust-emitting environments.                         </p></article>", "keywords": ["550", "QC1-999", "Iron", "Iceland", "Reflectance", "01 natural sciences", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Enginyeria ambiental", "Make cities and human settlements inclusive", " safe", " resilient and sustainable", "Physicochemical property", "11. Sustainability", "Pols", "14. Life underwater", "QD1-999", "Ensure healthy lives and promote well-being for all at all ages", "0105 earth and related environmental sciences", "info:eu-repo/classification/ddc/550", "ddc:550", "Physics", "Sediments (Geologia)", "Sediments (Geology)", "Dust", "Particle size", "Size distribution", "15. Life on land", "Mineralogy", "Pollution", "Earth sciences", "Chemistry", "13. Climate action", "Cohesion"]}, "links": [{"href": "https://acp.copernicus.org/articles/24/6883/2024/acp-24-6883-2024.pdf"}, {"href": "https://doi.org/10.5194/egusphere-2024-157"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.5194/egusphere-2024-157", "name": "item", "description": "10.5194/egusphere-2024-157", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5194/egusphere-2024-157"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-01-22T00:00:00Z"}}, {"id": "10.5194/egusphere-2024-2310", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:23:30Z", "type": "Journal Article", "created": "2024-09-16", "title": "A Comprehensive Global Modelling Assessment of Nitrate Heterogeneous Formation on Desert Dust", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Desert dust undergoes complex heterogeneous chemical reactions during atmospheric transport, forming nitrate coatings that impact hygroscopicity, gas species partitioning, optical properties, and aerosol radiative forcing. Contemporary atmospheric chemistry models show significant disparities in aerosol nitrogen species due to varied parameterizations and inaccuracies in representing heterogeneous chemistry and dust alkalinity. This study investigates key processes in nitrate formation over dust and evaluates their representation in models. We incorporate varying levels of dust heterogeneous chemistry complexity into the MONARCH model, assessing sensitivity to key processes. Our analyses focus on the condensation pathways of gas species onto dust (irreversible and reversible), the influence of nitrate representation on species' burdens and lifetimes, size distribution, and the alkalinity role. Using annual global simulations, we compare particulate and gas species surface concentrations against observations and evaluate global budgets and spatial distributions. Findings show significant outcome dependence on methodology, particularly on the reversible or irreversible condensation of gas species on particles, with a wide range of burdens for particulate nitrate (0.66 to 1.93 Tg) and correlations with observations (0.66 to 0.91). Particulate ammonium burdens display less variability (0.19 to 0.31 Tg). Incorporating dust and sea-salt alkalinity yields results more consistent with observations, and assuming reversible gas condensation over dust, along with alkalinity representation, aligns best with observations, while providing consistent gas and particle partitioning. In contrast, irreversible uptake reactions overestimate coarse particulate nitrate formation. Our analysis provides guidelines for integrating nitrate heterogeneous formation on dust in models, paving the road for improved estimates of aerosol radiative effects.                         </p></article>", "keywords": ["Aerosols", "Chemistry", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Degradaci\u00f3 ambiental::Canvi clim\u00e0tic", "Physics", "QC1-999", "Multiscale Online Nonhydrostatic AtmospheRe CHemistry (MONARCH)", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "Desert dust", "Nitrate", "QD1-999"]}, "links": [{"href": "https://doi.org/10.5194/egusphere-2024-2310"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.5194/egusphere-2024-2310", "name": "item", "description": "10.5194/egusphere-2024-2310", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5194/egusphere-2024-2310"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-09-16T00:00:00Z"}}, {"id": "10.5194/hess-2018-94", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:23:38Z", "type": "Journal Article", "created": "2018-04-05", "title": "The value of satellite remote sensing soil moisture data and the DISPATCH algorithm in irrigation fields", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Soil moisture measurements are needed in a large number of applications such as climate change, watershed water balance and irrigation management. One of the main characteristics of this property is that soil moisture is highly variable with both space and time, hindering the estimation of a representative value. Deciding how to measure soil moisture before undertaking any type of study is therefore an important issue that needs to be addressed correctly. Nowadays, different kinds of methodologies exist for measuring soil moisture; Remote Sensing, soil moisture sensors or gravimetric measurements. This work is focused on how to measure soil moisture for irrigation scheduling, where soil moisture sensors are the main methodology for monitoring soil moisture. One of its disadvantages, however, is that soil moisture sensors measure a small volume of soil, and do not take into account the existing variability in the field. In contrast, Remote Sensing techniques are able to estimate soil moisture with a low spatial resolution, and thus it is not possible to apply these estimations to agricultural applications. In order to solve this problem, different kinds of algorithms have been developed for downscaling these estimations from low to high resolution. The DISPATCH algorithm downscales soil moisture estimations from 40\u2009km to 1\u2009km resolution using SMOS satellite soil moisture, NDVI and LST from MODIS sensor estimations. In this work, DISPATCH estimations are compared with soil moisture sensors and gravimetric measurements to validate the DISPATCH algorithm in two different hydrologic scenarios; (1) when wet conditions are maintained around the field for rainfall events, and (2) when it is local irrigation that maintains wet conditions. Results show that the DISPATCH algorithm is sensitive when soil moisture is homogenized during general rainfall events, but not when local irrigation generates occasional heterogeneity. In order to explain these different behaviours, we have examined the spatial variability scales of NDVI and LST data, which are the variables involved in the downscaling process provided by the MODIS sensor. Sample variograms show that the spatial scales associated with the NDVI and LST properties are too large to represent the variations of the average water content at the site, and this could be a reason for why the DISPATCH algorithm is unable to detect soil moisture increments caused by local irrigation.                         </p></article>", "keywords": ["2. Zero hunger", "Technology", ":Enginyeria civil::Geologia::Hidrologia [\u00c0rees tem\u00e0tiques de la UPC]", "T", "15. Life on land", "Environmental technology. Sanitary engineering", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Hidrologia", "01 natural sciences", "6. Clean water", "S\u00f2ls -- Humitat -- Mesurament", "G", "Environmental sciences", "13. Climate action", "Geography. Anthropology. Recreation", "GE1-350", "Soil moisture--Measurement--Remote sensing", "TD1-1066", "0105 earth and related environmental sciences"], "contacts": [{"organization": "M. Fontanet, M. Fontanet, M. Fontanet, D. Fern\u00e0ndez-Garcia, D. Fern\u00e0ndez-Garcia, F. Ferrer,", "roles": ["creator"]}]}, "links": [{"href": "https://hess.copernicus.org/articles/22/5889/2018/hess-22-5889-2018.pdf"}, {"href": "https://doi.org/10.5194/hess-2018-94"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Hydrology%20and%20Earth%20System%20Sciences", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.5194/hess-2018-94", "name": "item", "description": "10.5194/hess-2018-94", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5194/hess-2018-94"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2018-04-05T00:00:00Z"}}, {"id": "10.5194/hess-22-5889-2018", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:23:38Z", "type": "Journal Article", "created": "2018-04-05", "title": "The value of satellite remote sensing soil moisture data and the DISPATCH algorithm in irrigation fields", "description": "<p>Abstract. Soil moisture measurements are needed in a large number of applications such as climate change, watershed water balance and irrigation management. One of the main characteristics of this property is that soil moisture is highly variable with both space and time, hindering the estimation of a representative value. Deciding how to measure soil moisture before undertaking any type of study is therefore an important issue that needs to be addressed correctly. Nowadays, different kinds of methodologies exist for measuring soil moisture; Remote Sensing, soil moisture sensors or gravimetric measurements. This work is focused on how to measure soil moisture for irrigation scheduling, where soil moisture sensors are the main methodology for monitoring soil moisture. One of its disadvantages, however, is that soil moisture sensors measure a small volume of soil, and do not take into account the existing variability in the field. In contrast, Remote Sensing techniques are able to estimate soil moisture with a low spatial resolution, and thus it is not possible to apply these estimations to agricultural applications. In order to solve this problem, different kinds of algorithms have been developed for downscaling these estimations from low to high resolution. The DISPATCH algorithm downscales soil moisture estimations from 40\uffe2\uff80\uff89km to 1\uffe2\uff80\uff89km resolution using SMOS satellite soil moisture, NDVI and LST from MODIS sensor estimations. In this work, DISPATCH estimations are compared with soil moisture sensors and gravimetric measurements to validate the DISPATCH algorithm in two different hydrologic scenarios; (1) when wet conditions are maintained around the field for rainfall events, and (2) when it is local irrigation that maintains wet conditions. Results show that the DISPATCH algorithm is sensitive when soil moisture is homogenized during general rainfall events, but not when local irrigation generates occasional heterogeneity. In order to explain these different behaviours, we have examined the spatial variability scales of NDVI and LST data, which are the variables involved in the downscaling process provided by the MODIS sensor. Sample variograms show that the spatial scales associated with the NDVI and LST properties are too large to represent the variations of the average water content at the site, and this could be a reason for why the DISPATCH algorithm is unable to detect soil moisture increments caused by local irrigation.                         </p>", "keywords": ["2. Zero hunger", "Technology", ":Enginyeria civil::Geologia::Hidrologia [\u00c0rees tem\u00e0tiques de la UPC]", "T", "15. Life on land", "Environmental technology. Sanitary engineering", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Hidrologia", "01 natural sciences", "6. Clean water", "S\u00f2ls -- Humitat -- Mesurament", "G", "Environmental sciences", "13. Climate action", "Geography. Anthropology. Recreation", "GE1-350", "Soil moisture--Measurement--Remote sensing", "TD1-1066", "0105 earth and related environmental sciences"], "contacts": [{"organization": "M. Fontanet, M. Fontanet, M. Fontanet, D. Fern\u00e0ndez-Garcia, D. Fern\u00e0ndez-Garcia, F. Ferrer,", "roles": ["creator"]}]}, "links": [{"href": "https://hess.copernicus.org/articles/22/5889/2018/hess-22-5889-2018.pdf"}, {"href": "https://doi.org/10.5194/hess-22-5889-2018"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Hydrology%20and%20Earth%20System%20Sciences", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.5194/hess-22-5889-2018", "name": "item", "description": "10.5194/hess-22-5889-2018", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5194/hess-22-5889-2018"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2018-04-05T00:00:00Z"}}, {"id": "2117/429641", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:27:55Z", "type": "Journal Article", "created": "2024-09-16", "title": "A Comprehensive Global Modelling Assessment of Nitrate Heterogeneous Formation on Desert Dust", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Desert dust undergoes complex heterogeneous chemical reactions during atmospheric transport, forming nitrate coatings that impact hygroscopicity, gas species partitioning, optical properties, and aerosol radiative forcing. Contemporary atmospheric chemistry models show significant disparities in aerosol nitrogen species due to varied parameterizations and inaccuracies in representing heterogeneous chemistry and dust alkalinity. This study investigates key processes in nitrate formation over dust and evaluates their representation in models. We incorporate varying levels of dust heterogeneous chemistry complexity into the MONARCH model, assessing sensitivity to key processes. Our analyses focus on the condensation pathways of gas species onto dust (irreversible and reversible), the influence of nitrate representation on species' burdens and lifetimes, size distribution, and the alkalinity role. Using annual global simulations, we compare particulate and gas species surface concentrations against observations and evaluate global budgets and spatial distributions. Findings show significant outcome dependence on methodology, particularly on the reversible or irreversible condensation of gas species on particles, with a wide range of burdens for particulate nitrate (0.66 to 1.93 Tg) and correlations with observations (0.66 to 0.91). Particulate ammonium burdens display less variability (0.19 to 0.31 Tg). Incorporating dust and sea-salt alkalinity yields results more consistent with observations, and assuming reversible gas condensation over dust, along with alkalinity representation, aligns best with observations, while providing consistent gas and particle partitioning. In contrast, irreversible uptake reactions overestimate coarse particulate nitrate formation. Our analysis provides guidelines for integrating nitrate heterogeneous formation on dust in models, paving the road for improved estimates of aerosol radiative effects.</p></article>", "keywords": ["Aerosols", "Chemistry", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Degradaci\u00f3 ambiental::Canvi clim\u00e0tic", "Physics", "QC1-999", "Multiscale Online Nonhydrostatic AtmospheRe CHemistry (MONARCH)", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "Desert dust", "Nitrate", "QD1-999"]}, "links": [{"href": "https://acp.copernicus.org/articles/25/4719/2025/acp-25-4719-2025.pdf"}, {"href": "https://doi.org/2117/429641"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2117/429641", "name": "item", "description": "2117/429641", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2117/429641"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-09-16T00:00:00Z"}}, {"id": "10138/570094", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:26:43Z", "type": "Journal Article", "created": "2022-06-22", "title": "Do mycorrhizal symbionts drive latitudinal trends in photosynthetic carbon use efficiency and carbon sequestration in boreal forests?", "description": "There is evidence that carbon fluxes and stocks decrease with increasing latitude in boreal forests, suggesting a reduction in carbon use efficiency. While vegetation and soil carbon dynamics have been widely studied, the empirical finding that ectomycorrhizal fungi (ECM) become more abundant towards the north has not been quantitatively linked to carbon use efficiency. We formulated a conceptual model of combined fine-root and ECM carbon use efficiency (CUE) as NPP/GPP (net primary production/gross primary production). For this, we included the mycorrhiza as gains in plant NPP but considered the extramatrical hyphae as well as exudates as losses. We quantified the carbon processes across a latitudinal gradient using published eco-physiological and morphological measurements from boreal coniferous forests. In parallel, we developed two CUE models using large-scale empirical measurements amended with established models. All models predicted similar latitudinal trends in vegetation CUE and net ecosystem production (NEP). CUE in the ECM model declined on average by 0.1 from latitude 60 to 70 with overall mean 0.390 +/- 0.037. NEP declined by 200 g m(-2) yr(-1) with mean 171 +/- 79.4 g m(-2) yr(-)(1). ECM had no significant effect on predicted soil carbon. Our findings suggest that ECM can use a significant proportion of the carbon assimilated by vegetation and hence be an important driver of the decline in CUE at higher latitudes. Our model suggests the quantitative contribution of ECM to soil carbon to be less important but any possible implications through litter quality remain to be assessed. The approach provides a simple proxy of ECM processes for regional C budget models and estimates.", "keywords": ["Soil C balance", "570", "550", "Forest Science", "hiilen kierto", "Carbon residence time", "Carbon use efficiency", "Forestry", "Carbon allocation", "hiilensidonta", "15. Life on land", "ta4112", "13. Climate action", "maaper\u00e4geologia", "Net ecosystem production", "Soil C:N ratio", "Mycorrhiza", "Model"]}, "links": [{"href": "https://pub.epsilon.slu.se/31150/1/makela-a-et-al-20230622.pdf"}, {"href": "https://doi.org/10138/570094"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Forest%20Ecology%20and%20Management", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10138/570094", "name": "item", "description": "10138/570094", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10138/570094"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-09-01T00:00:00Z"}}, {"id": "10261/361903", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:26:52Z", "type": "Journal Article", "created": "2024-01-23", "title": "Probing Iceland's Dust-Emitting Sediments: Particle Size Distribution, Mineralogy, Cohesion, Fe Mode of Occurrence, and Reflectance Spectra Signatures", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Characterizing physico-chemical properties of dust-emitting sediments in arid regions is fundamental to understand the effect of dust on climate and ecosystems. For high-latitude dust (HLD), this knowledge is scarce. This study focuses on the particle size distribution (PSD), mineralogy, cohesion, iron (Fe) mode of occurrence and Visible Near Infra-Red (VNIR) reflectance spectra of dust-emitting sediments from dust-hotspots in Iceland (HLD region). Extensive analysis was conducted on top sediments collected from seven dust-sources and an intensive at Jokuls\u00e1 basin including top sediments, sediments and aeolian ripples. Fully and minimally dispersed PSDs evidenced remarkable similarities with an average median diameter of 56\u00b169 and 55\u00b162 \u00b5m. Mineralogical analyses showed the prevalence of amorphous phases (68\u00b126 %), feldspars (17\u00b113 %), and pyroxenes (9.3\u00b17.2 %), aligned with the reflectance spectra. Fe content reached 9.5\u00b10.40 wt %, mainly in silicate structures (80\u00b16.3 %), complemented by magnetite (16\u00b15.5 %), hematite/goethite (4.5\u00b12.7 %), and readily exchangeable Fe-ions or Fe nano-oxides (1.6\u00b10.63 %). Icelandic top sediments have coarser PSD compared to the high dust-emitting crusts from mid-latitude arid regions, distinctive mineralogy, and threefold bulk Fe content, with a large presence of magnetite. The congruence between fully and minimally dispersed PSDs underscores a reduced particle aggregation and cohesion of Icelandic top sediments, suggesting that aerodynamic entrainment of dust may also play a role upon emission in this region, aside of saltation bombardment. The analysis of an extensive sampling in Dyngjusandur allowed this study to present a conceptual model to encapsulate Iceland's rapidly evolving high dust-emitting environments.</p></article>", "keywords": ["550", "QC1-999", "Iron", "Iceland", "Reflectance", "http://metadata.un.org/sdg/3", "01 natural sciences", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Enginyeria ambiental", "Make cities and human settlements inclusive", " safe", " resilient and sustainable", "Physicochemical property", "11. Sustainability", "Pols", "14. Life underwater", "QD1-999", "Ensure healthy lives and promote well-being for all at all ages", "0105 earth and related environmental sciences", "info:eu-repo/classification/ddc/550", "ddc:550", "Physics", "Sediments (Geologia)", "Sediments (Geology)", "Dust", "Particle size", "Size distribution", "15. Life on land", "Mineralogy", "Pollution", "Earth sciences", "Chemistry", "13. Climate action", "Cohesion", "http://metadata.un.org/sdg/11"]}, "links": [{"href": "https://acp.copernicus.org/articles/24/6883/2024/acp-24-6883-2024.pdf"}, {"href": "https://doi.org/10261/361903"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10261/361903", "name": "item", "description": "10261/361903", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10261/361903"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-01-22T00:00:00Z"}}, {"id": "2117/127482", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:27:54Z", "type": "Journal Article", "created": "2018-04-05", "title": "The value of satellite remote sensing soil moisture data and the DISPATCH algorithm in irrigation fields", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Soil moisture measurements are needed in a large number of applications such as climate change, watershed water balance and irrigation management. One of the main characteristics of this property is that soil moisture is highly variable with both space and time, hindering the estimation of a representative value. Deciding how to measure soil moisture before undertaking any type of study is therefore an important issue that needs to be addressed correctly. Nowadays, different kinds of methodologies exist for measuring soil moisture; Remote Sensing, soil moisture sensors or gravimetric measurements. This work is focused on how to measure soil moisture for irrigation scheduling, where soil moisture sensors are the main methodology for monitoring soil moisture. One of its disadvantages, however, is that soil moisture sensors measure a small volume of soil, and do not take into account the existing variability in the field. In contrast, Remote Sensing techniques are able to estimate soil moisture with a low spatial resolution, and thus it is not possible to apply these estimations to agricultural applications. In order to solve this problem, different kinds of algorithms have been developed for downscaling these estimations from low to high resolution. The DISPATCH algorithm downscales soil moisture estimations from 40\u2009km to 1\u2009km resolution using SMOS satellite soil moisture, NDVI and LST from MODIS sensor estimations. In this work, DISPATCH estimations are compared with soil moisture sensors and gravimetric measurements to validate the DISPATCH algorithm in two different hydrologic scenarios; (1) when wet conditions are maintained around the field for rainfall events, and (2) when it is local irrigation that maintains wet conditions. Results show that the DISPATCH algorithm is sensitive when soil moisture is homogenized during general rainfall events, but not when local irrigation generates occasional heterogeneity. In order to explain these different behaviours, we have examined the spatial variability scales of NDVI and LST data, which are the variables involved in the downscaling process provided by the MODIS sensor. Sample variograms show that the spatial scales associated with the NDVI and LST properties are too large to represent the variations of the average water content at the site, and this could be a reason for why the DISPATCH algorithm is unable to detect soil moisture increments caused by local irrigation.</p></article>", "keywords": ["2. Zero hunger", "Technology", ":Enginyeria civil::Geologia::Hidrologia [\u00c0rees tem\u00e0tiques de la UPC]", "T", "15. Life on land", "Environmental technology. Sanitary engineering", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Hidrologia", "01 natural sciences", "6. Clean water", "S\u00f2ls -- Humitat -- Mesurament", "G", "Environmental sciences", "13. Climate action", "Geography. Anthropology. Recreation", "GE1-350", "Soil moisture--Measurement--Remote sensing", "TD1-1066", "0105 earth and related environmental sciences"], "contacts": [{"organization": "M. Fontanet, M. Fontanet, M. Fontanet, D. Fern\u00e0ndez-Garcia, D. Fern\u00e0ndez-Garcia, F. Ferrer,", "roles": ["creator"]}]}, "links": [{"href": "https://hess.copernicus.org/articles/22/5889/2018/hess-22-5889-2018.pdf"}, {"href": "https://doi.org/2117/127482"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Hydrology%20and%20Earth%20System%20Sciences", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2117/127482", "name": "item", "description": "2117/127482", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2117/127482"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2018-04-05T00:00:00Z"}}, {"id": "2117/410005", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:27:55Z", "type": "Journal Article", "created": "2024-06-04", "title": "Improved constraints on hematite refractive index for estimating climatic effects of dust aerosols", "description": "Abstract<p>Uncertainty in desert dust composition poses a big challenge to understanding Earth\uffe2\uff80\uff99s climate across different epochs. Of particular concern is hematite, an iron-oxide mineral dominating the solar absorption by dust particles, for which current estimates of absorption capacity vary by over two orders of magnitude. Here, we show that laboratory measurements of dust composition, absorption, and scattering provide valuable constraints on the absorption potential of hematite, substantially narrowing its range of plausible values. The success of this constraint is supported by results from an atmospheric transport model compared with station-based measurements. Additionally, we identify substantial bias in simulating hematite abundance in dust aerosols with current soil mineralogy descriptions, underscoring the necessity for improved data sources. Encouragingly, the next-generation imaging spectroscopy remote sensing data hold promise for capturing the spatial variability of hematite. These insights have implications for enhancing dust modeling, thus contributing to efforts in climate change mitigation and adaptation.</p", "keywords": ["Aerosols", "Mineral dusts", "QE1-996.5", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Degradaci\u00f3 ambiental::Canvi clim\u00e0tic", "550", "500", "Geology", "Climatic changes", "15. Life on land", "01 natural sciences", "Environmental sciences", "[SDE.MCG] Environmental Sciences/Global Changes", "13. Climate action", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "GE1-350", "Pols minerals", "Canvis clim\u00e0tics", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://www.nature.com/articles/s43247-024-01441-4.pdf"}, {"href": "https://doi.org/2117/410005"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Communications%20Earth%20%26amp%3B%20Environment", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2117/410005", "name": "item", "description": "2117/410005", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2117/410005"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-06-04T00:00:00Z"}}, {"id": "2117/411965", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:27:55Z", "type": "Journal Article", "created": "2024-01-23", "title": "Probing Iceland's Dust-Emitting Sediments: Particle Size Distribution, Mineralogy, Cohesion, Fe Mode of Occurrence, and Reflectance Spectra Signatures", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Characterizing physico-chemical properties of dust-emitting sediments in arid regions is fundamental to understand the effect of dust on climate and ecosystems. For high-latitude dust (HLD), this knowledge is scarce. This study focuses on the particle size distribution (PSD), mineralogy, cohesion, iron (Fe) mode of occurrence and Visible Near Infra-Red (VNIR) reflectance spectra of dust-emitting sediments from dust-hotspots in Iceland (HLD region). Extensive analysis was conducted on top sediments collected from seven dust-sources and an intensive at Jokuls\u00e1 basin including top sediments, sediments and aeolian ripples. Fully and minimally dispersed PSDs evidenced remarkable similarities with an average median diameter of 56\u00b169 and 55\u00b162 \u00b5m. Mineralogical analyses showed the prevalence of amorphous phases (68\u00b126 %), feldspars (17\u00b113 %), and pyroxenes (9.3\u00b17.2 %), aligned with the reflectance spectra. Fe content reached 9.5\u00b10.40 wt %, mainly in silicate structures (80\u00b16.3 %), complemented by magnetite (16\u00b15.5 %), hematite/goethite (4.5\u00b12.7 %), and readily exchangeable Fe-ions or Fe nano-oxides (1.6\u00b10.63 %). Icelandic top sediments have coarser PSD compared to the high dust-emitting crusts from mid-latitude arid regions, distinctive mineralogy, and threefold bulk Fe content, with a large presence of magnetite. The congruence between fully and minimally dispersed PSDs underscores a reduced particle aggregation and cohesion of Icelandic top sediments, suggesting that aerodynamic entrainment of dust may also play a role upon emission in this region, aside of saltation bombardment. The analysis of an extensive sampling in Dyngjusandur allowed this study to present a conceptual model to encapsulate Iceland's rapidly evolving high dust-emitting environments.                         </p></article>", "keywords": ["550", "QC1-999", "Iron", "Iceland", "Reflectance", "01 natural sciences", "\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Enginyeria ambiental", "Physicochemical property", "11. Sustainability", "Pols", "14. Life underwater", "QD1-999", "0105 earth and related environmental sciences", "info:eu-repo/classification/ddc/550", "ddc:550", "Physics", "Sediments (Geologia)", "Sediments (Geology)", "Dust", "Particle size", "Size distribution", "15. Life on land", "Mineralogy", "Earth sciences", "Chemistry", "13. Climate action", "Cohesion"]}, "links": [{"href": "https://acp.copernicus.org/articles/24/6883/2024/acp-24-6883-2024.pdf"}, {"href": "https://doi.org/2117/411965"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2117/411965", "name": "item", "description": "2117/411965", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2117/411965"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-01-22T00:00:00Z"}}, {"id": "2117/444074", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:27:55Z", "type": "Journal Article", "created": "2025-08-20", "title": "Assessing the global contribution of marine aerosols,  terrestrial bioaerosols, and desert dust  to ice-nucleating particle concentrations", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Aerosol\u2013cloud interactions, particularly ice processes in mixed-phase clouds (MPCs), remain a key source of uncertainty in climate change assessments. This study introduces state-of-the-art laboratory-based parameterizations into a global chemistry\u2013transport model to investigate the contributions of mineral dust (specifically K-feldspar and quartz), marine primary organic aerosol (MPOA), and terrestrial primary biological aerosol particles (PBAPs) to ice-nucleating particles (INPs) in MPCs. The model suggests that INPs originating from PBAPs (INPPBAP) are the primary source of INPs at low altitudes between \u221210 and \u221220\u2009\u00b0C, particularly in the tropics, with a pronounced peak in the Northern Hemisphere (NH) during the boreal summer. INPPBAP contributes over 40\u2009% of the total simulated INP column burden at midlatitudes. Dust-derived INPs (INPD) are prominent at high altitudes across all seasons, dominating at temperatures below \u221220\u2009\u00b0C, and they constitute over 89\u2009% of the INP average column burden at high latitudes in the NH and about 74\u2009% at high latitudes in the Southern Hemisphere (SH). MPOA-derived INPs (INPMPOA) prevail in the SH at low altitudes, particularly at subpolar and polar latitudes for temperatures above \u221220\u2009\u00b0C, where they represent between 17\u2009% and 36\u2009% of the INP column population, depending on the\u00a0season. When evaluated against available global observational INP data, the model achieves its highest predictability across all temperature ranges when both INPD and INPMPOA are included as independent INP sources. The addition of INPPBAP does not enhance the model's ability to reproduce the available observations; however, INPPBAP remains a key contributor to warm-temperature ice-nucleation events. Therefore, consideration of dust, marine aerosol, and terrestrial bioaerosols as distinct INP species is required to simulate ice nucleation in climate models.                     </p></article>", "keywords": ["\u00c0rees tem\u00e0tiques de la UPC::Desenvolupament hum\u00e0 i sostenible::Degradaci\u00f3 ambiental::Canvi clim\u00e0tic", "Climate change", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Mineralogia", "Aerosol-cloud interactions"]}, "links": [{"href": "https://doi.org/2117/444074"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Atmospheric%20Chemistry%20and%20Physics", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2117/444074", "name": "item", "description": "2117/444074", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2117/444074"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2025-08-20T00:00:00Z"}}, {"id": "2795809170", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:28:11Z", "type": "Journal Article", "created": "2018-04-05", "title": "The value of satellite remote sensing soil moisture data and the DISPATCH algorithm in irrigation fields", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Abstract. Soil moisture measurements are needed in a large number of applications such as climate change, watershed water balance and irrigation management. One of the main characteristics of this property is that soil moisture is highly variable with both space and time, hindering the estimation of a representative value. Deciding how to measure soil moisture before undertaking any type of study is therefore an important issue that needs to be addressed correctly. Nowadays, different kinds of methodologies exist for measuring soil moisture; Remote Sensing, soil moisture sensors or gravimetric measurements. This work is focused on how to measure soil moisture for irrigation scheduling, where soil moisture sensors are the main methodology for monitoring soil moisture. One of its disadvantages, however, is that soil moisture sensors measure a small volume of soil, and do not take into account the existing variability in the field. In contrast, Remote Sensing techniques are able to estimate soil moisture with a low spatial resolution, and thus it is not possible to apply these estimations to agricultural applications. In order to solve this problem, different kinds of algorithms have been developed for downscaling these estimations from low to high resolution. The DISPATCH algorithm downscales soil moisture estimations from 40\u2009km to 1\u2009km resolution using SMOS satellite soil moisture, NDVI and LST from MODIS sensor estimations. In this work, DISPATCH estimations are compared with soil moisture sensors and gravimetric measurements to validate the DISPATCH algorithm in two different hydrologic scenarios; (1) when wet conditions are maintained around the field for rainfall events, and (2) when it is local irrigation that maintains wet conditions. Results show that the DISPATCH algorithm is sensitive when soil moisture is homogenized during general rainfall events, but not when local irrigation generates occasional heterogeneity. In order to explain these different behaviours, we have examined the spatial variability scales of NDVI and LST data, which are the variables involved in the downscaling process provided by the MODIS sensor. Sample variograms show that the spatial scales associated with the NDVI and LST properties are too large to represent the variations of the average water content at the site, and this could be a reason for why the DISPATCH algorithm is unable to detect soil moisture increments caused by local irrigation.                         </p></article>", "keywords": ["2. Zero hunger", "Technology", ":Enginyeria civil::Geologia::Hidrologia [\u00c0rees tem\u00e0tiques de la UPC]", "T", "15. Life on land", "Environmental technology. Sanitary engineering", "\u00c0rees tem\u00e0tiques de la UPC::Enginyeria civil::Geologia::Hidrologia", "01 natural sciences", "6. Clean water", "S\u00f2ls -- Humitat -- Mesurament", "G", "Environmental sciences", "13. Climate action", "Geography. Anthropology. Recreation", "GE1-350", "Soil moisture--Measurement--Remote sensing", "TD1-1066", "0105 earth and related environmental sciences"], "contacts": [{"organization": "M. Fontanet, M. Fontanet, M. Fontanet, D. Fern\u00e0ndez-Garcia, D. Fern\u00e0ndez-Garcia, F. Ferrer,", "roles": ["creator"]}]}, "links": [{"href": "https://hess.copernicus.org/articles/22/5889/2018/hess-22-5889-2018.pdf"}, {"href": "https://doi.org/2795809170"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Hydrology%20and%20Earth%20System%20Sciences", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2795809170", "name": "item", "description": "2795809170", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2795809170"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2018-04-05T00:00:00Z"}}, {"id": "6f77b9f1-aa4f-4688-ab32-2e721bcfefd9", "type": "Feature", "geometry": null, "properties": {"updated": "2023-09-28T14:21:00", "type": "Service", "language": "fin", "title": "Paikkatietohakemisto CSW API", "description": "Paikkatietohakemisto on valtakunnallinen metatietopalvelu, johon tallennetaan valtakunnallisten paikkatietoa tuottavien organisaatioiden ja kuntien tuottamien paikkatietoaineistojen ja -palvelujen kuvailut. \n\nCSW-rajapinnan kautta Paikkatietohakemistoon tallennetut kuvailut voidaan hakea esimerkiksi toisen organisaation omille www-sivuille, ja n\u00e4in kuvailuja ei tarvitse yll\u00e4pit\u00e4\u00e4 kuin yhdess\u00e4 paikassa.", "formats": [{"name": "http://www.opengis.net/def/serviceType/ogc/csw"}], "keywords": ["avoindata.fi", "infoCatalogueService", "Ilmakeh\u00e4n tila", "Kiinteist\u00f6t", "Suojellut alueet", "Tilastoyksik\u00f6t", "Rakennukset", "V\u00e4est\u00f6jakauma \u2013 demografia", "Hallinnolliset yksik\u00f6t", "Hydrografia", "Tuotanto- ja teollisuuslaitokset", "V\u00e4est\u00f6n terveys ja turvallisuus", "Yleishy\u00f6dylliset ja muut julkiset palvelut", 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The forecasts of urbanizable land for tourist use, contained in the local planning or in the PTEOAT, considerably expand the amount of land with this destination, tending to reinforce existing locations, in particular Los Cancajos and Puerto Naos, where the largest extensions and to a lesser extent new locations are expected, in some cases already consolidated. Among the new areas of buildable land, we highlight the tourist locations that coincide between the local planning and the PTEOAT, in Fuencaliente, Barlovento, others that only appear in the local planning such as the large areas of Los Llanos de Aridane and other smaller ones in Villa de Mazo, Puntallana and Garaf\u00eda. It is worth noting the high incidence of rural and agricultural settlements, which involve the occupation of large areas, often with extremely low densities and even occupying large unbuilt areas. This classification tends to endorse the dynamics of dispersion and residence construction on rustic soil. The more detailed study of the criteria and forms of these settlements is a priority objective of the Plan, as a basis for establishing criteria that regulate this trend, as well as homogeneous bases for the delimitation of rural and agricultural centers by the municipal general plans. Different degrees of evolution are visible in the formation and transformation of the settlements that allow us to foresee the criteria to be established. It highlights the great concentration of uses and activities in the center of the island, and the scarce land occupation in the extremes North and South. 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Permette, inoltre, di valutare la distribuzione delle caratteristiche delle aree di ricarica diretta potenziale in termini di capacit\u00e0 protettiva dei suoli (fonte ERSAF). \u00c8 inoltre disponibile in allegato un manuale, per aiutare l'utente a reperire tutti i documenti, gli elaborati, i dati raster e vettoriali che Regione Lombardia mette a disposizione nell'ambito del Progetto CARG, nonch\u00e8 di illustrare le funzionalit\u00e0 dei servizi di mappa e applicativi connessi al progetto.", "formats": [{"name": "x-shapefile"}, {"name": "WWW:LINK-1.0-http--link"}, {"name": "WWW:DOWNLOAD-1.0-http--download"}], "keywords": ["Zone a rischio naturale", "Suolo", "Geologia", "Copertura del suolo", "ambiente", "aree protette e difesa del suolo", "eu", "acque", "acquiferi", "aree idriche", "geologia", "idrografia", "idrologia", "sottosuolo", "Regional"], "contacts": [{"name": null, "organization": "Regione Lombardia", "position": null, "roles": ["pointOfContact"], "phones": [{"value": "02 67651"}], "emails": [{"value": "Sit_RL@regione.lombardia.it"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}], "denominator": "25000"}, "links": [{"href": "https://www.cartografia.servizirl.it/expo/rest/services/gpt/gruppo_c/MapServer", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://www.geoportale.regione.lombardia.it/download-pacchetti?p_p_id=dwnpackageportlet_WAR_gptdownloadportlet&p_p_lifecycle=0&p_p_state=normal&p_p_mode=view&_dwnpackageportlet_WAR_gptdownloadportlet_metadataid=r_lombar:c440225b-4709-4508-8176-ccf80612c681", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "https://www.cartografia.regione.lombardia.it/metadata/carg/doc/Manuale_consultazione_dati_CARG_maggio_2021.pdf", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/r_lombar%3A8BEBB5A8-9F71-40AF-9723-607F56B80182", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "r_lombar:c440225b-4709-4508-8176-ccf80612c681", "name": "item", "description": "r_lombar:c440225b-4709-4508-8176-ccf80612c681", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/r_lombar:c440225b-4709-4508-8176-ccf80612c681"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-12-14T00:00:00Z"}}, {"id": "r_lombar:0233e114-6c1b-4a98-99d8-2a0df9a981ca", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[8.52, 44.61], [8.52, 46.77], [11.58, 46.77], [11.58, 44.61], [8.52, 44.61]]]}, "properties": {"themes": [{"concepts": [{"id": "environment"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Geologia"}, {"id": "Copertura del suolo"}, {"id": "Suolo"}, {"id": "Impianti agricoli e di acquacoltura"}, {"id": "Zone a rischio naturale"}, {"id": "Orto immagini"}, {"id": "Siti protetti"}], "scheme": "https://www.eionet.europa.eu/gemet/it/inspire-themes"}, {"concepts": [{"id": "Regional"}], "scheme": "Spatial scope"}], "updated": "2025-07-29", "type": "Dataset", "language": "ita", "title": "Certificate of the Territory", "description": "L\u2019applicativo Attestato del Territorio consente di ottenere, su un punto definito dall'utente, una serie di informazioni che inquadrano il territorio nei suoi aspetti legati all'atmosfera (vento, precipitazioni, fulmini, inquinanti, classificazione acustica), al suolo (quota, pendenza, numero del mappale catastale, uso del suolo, max altezza neve, frane, aree allagabili, classe di fattibilit\u00e0 geologica, dati di interferometria radar, vincoli), al sottosuolo (accelerazione sismica, geologia, radon). Il servizio permette, inoltre, di visualizzare gli indici di rischio elaborati nell'ambito del PRIM (Programma Regionale Integrato di Mitigazione dei rischi) con cui identificare e quantificare le tipologie di rischio naturale (idrogeologico, sismico, incendi boschivi) e/o antropico (industriale, incidenti stradali) presenti su quel territorio. Sul servizio di mappa sono disponibili anche elementi di protezione civile quali zone omogenee di allerta, presenza del piano di emergenza comunale e di opere di mitigazione del rischio idrogeologico. Alcune delle informazioni riportate nel documento \u201cAttestato del Territorio\u201d si riferiscono ad un raggio di 500 m attorno al punto interrogato: frane, valanghe, opere di difesa del suolo, aree allagabili. Le informazioni visualizzate sul viewer cartografico possono essere scaricate anche sotto forma di report descrittivi organizzati nei seguenti documenti: \u2022\tAttestato del Territorio; \u2022\tAllegato Cartografico, che riporta alcune delle mappe di base e tematiche del patrimonio cartografico regionale utili per visualizzare alcuni aspetti nel loro inquadramento territoriale e seguirne l\u2019evoluzione nel corso del tempo grazie alle foto aeree e alle mappe storiche; \u2022\tPRIM comunale che riporta dati statistici e territoriali riferiti al Comune interrogato; \u2022\tPRIM provinciale che riporta dati statistici e territoriali riferiti alla Provincia interrogata; \u2022\tPRIM regionale che riporta dati statistici e territoriali riferiti all\u2019intera Regione Lombardia.", "formats": [{"name": "shapefile"}, {"name": "WWW:LINK-1.0-http--link"}], "keywords": ["Geologia", "Copertura del suolo", "Suolo", "Impianti agricoli e di acquacoltura", "Zone a rischio naturale", "Orto immagini", "Siti protetti", "prim", "attestato", "interferometria", "eu", "Regional"], "contacts": [{"name": null, "organization": "Regione Lombardia", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "prevenzionelombardia@regione.lombardia.it"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "Italia"}], "links": [{"href": null}]}], "denominator": "10000"}, "links": [{"href": "https://www.protezionecivile.servizirl.it/attestatoterritorio/", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://www.geoportale.regione.lombardia.it/c/document_library/get_file?uuid=d6efc384-a6c1-703a-7fda-9159945cc776&groupId=10180", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/r_lombar%3A0233e114-6c1b-4a98-99d8-2a0df9a981ca", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "r_lombar:0233e114-6c1b-4a98-99d8-2a0df9a981ca", "name": "item", "description": "r_lombar:0233e114-6c1b-4a98-99d8-2a0df9a981ca", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/r_lombar:0233e114-6c1b-4a98-99d8-2a0df9a981ca"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2025-07-29T00:00:00Z"}}, {"id": "r_lombar:00f12c1f-7c0f-4012-838d-4b83f766b2e3", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[9.21, 45.6], [9.21, 46.26], [9.61, 46.26], [9.61, 45.6], [9.21, 45.6]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Geologia"}, {"id": "Copertura del suolo"}, {"id": "Suolo"}, {"id": "Zone a rischio naturale"}], "scheme": "https://www.eionet.europa.eu/gemet/it/inspire-themes"}, {"concepts": [{"id": "Regional"}], "scheme": "Spatial scope"}], "updated": "2024-02-09", "type": "Dataset", "language": "ita", "title": "Carta Geologica della Provincia di Lecco - scala 1:25.000 - CENTRO", "description": "Documento in formato .jpg che rappresenta il foglio CENTRO della Carta Geologica del territorio della Provincia di Lecco.\u00c8 inoltre disponibile in allegato un manuale, per aiutare l'utente a reperire tutti i documenti, gli elaborati, i dati raster e vettoriali che Regione Lombardia mette a disposizione nell'ambito del Progetto CARG, nonch\u00e8 di illustrare le funzionalit\u00e0 dei servizi di mappa e applicativi connessi al progetto.", "formats": [{"name": "jpeg/png/altro"}, {"name": "WWW:DOWNLOAD-1.0-http--download"}], "keywords": ["Geologia", "Copertura del suolo", "Suolo", "Zone a rischio naturale", "provincia di lecco", "carg", "carta geologica", "ambiente", " aree protette e difesa del suolo", "eu", "Regional"], "contacts": [{"name": null, "organization": "Regione Lombardia", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "Sit_RL@regione.lombardia.it"}], "addresses": [{"deliveryPoint": [null], "city": "Milano", "administrativeArea": "MI", "postalCode": null, "country": "Italia"}], "links": [{"href": null}]}], "denominator": "25000"}, "links": [{"href": "https://www.cartografia.servizirl.it/metadata/carg/doc/Lecco_provincia_mappa_CENTRO_dicembre_2010.jpg", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/r_lombar%3A00f12c1f-7c0f-4012-838d-4b83f766b2e3", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "r_lombar:00f12c1f-7c0f-4012-838d-4b83f766b2e3", "name": "item", "description": "r_lombar:00f12c1f-7c0f-4012-838d-4b83f766b2e3", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/r_lombar:00f12c1f-7c0f-4012-838d-4b83f766b2e3"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-02-09T00:00:00Z"}}, {"id": "r_lombar:0a2a419f-8dbf-4e14-8a15-431efee650f6", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[8.48, 44.65], [8.48, 46.84], [11.44, 46.84], [11.44, 44.65], [8.48, 44.65]]]}, "properties": {"themes": [{"concepts": [{"id": "planningCadastre"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Geologia"}, {"id": "Copertura del suolo"}, {"id": "Parcelle catastali"}, {"id": "Suolo"}, {"id": "Zone a rischio naturale"}, {"id": "Sistemi di coordinate"}, {"id": "Utilizzo del territorio"}], "scheme": "https://www.eionet.europa.eu/gemet/it/inspire-themes"}, {"concepts": [{"id": "Regional"}], "scheme": "Spatial scope"}], "updated": "2025-08-27", "type": "Dataset", "language": "ita", "title": "PRIM - Total hydrogeological risk 20x20", "description": "Il rischio idrogeologico \u00e8 caratterizzato da una molteplicit\u00e0 di sorgenti di pericolo differenti che possono interagire sullo stesso territorio: frane, alluvioni fluviali, fenomeni torrentizi, esondazioni lacustri, valanghe.L'analisi delle sorgenti di pericolo e dei potenziali bersagli (edifici, infrastrutture e uso suolo) costituisce l'indicatore di rischio. L\u2019indice di rischio cos\u00ec ottenuto definisce il livello di criticit\u00e0 del territorio rispetto alla media regionale che, per definizione, \u00e8 posta uguale a 1. In Lombardia varia da 0 a &gt;10.La fonte \u00e8 il Programma Regionale di Mitigazione dei Rischi di Regione Lombardia (D.G.R. n.7243/2008) che analizza i rischi, singoli e integrati, sul territorio regionale al fine di identificare le aree maggiormente critiche su cui approfondire le valutazioni effettuate.Per ogni tipologia di rischio \u00e8 stato valutato il rischio totale, rappresentato su specifiche mappe, le quali sono state combinate per generare una mappa del rischio integrato e del rischio dominante a diverse scale. Le mappe sono rielaborate ogni qualvolta siano disponibili nuovi e significativi aggiornamenti dei dati su cui si basano i modelli utilizzati.Per ogni tipologia di rischio considerata il PRIM prevede l\u2019elaborazione delle mappe a scala di 20x20 m, 1x1 Km e a base comunale.", "formats": [{"name": "shapefile"}, {"name": "WWW:LINK-1.0-http--link"}, {"name": "WWW:DOWNLOAD-1.0-http--download"}], "keywords": ["Geologia", "Copertura del suolo", "Parcelle catastali", "Suolo", "Zone a rischio naturale", "Sistemi di coordinate", "Utilizzo del territorio", "prim", "idrogeologico", "totale", "rischio", "eu", "Regional"], "contacts": [{"name": null, "organization": "Regione Lombardia", "position": null, "roles": ["pointOfContact"], "phones": [{"value": "0267651"}], "emails": [{"value": "sit_rl@regione.lombardia.it"}], "addresses": [{"deliveryPoint": ["Piazza citt\u00e0 di Lombardia 1"], "city": "Milano", "administrativeArea": "Milano", "postalCode": "20124", "country": "Italia"}], "links": [{"href": null}]}], "denominator": "10000"}, "links": [{"href": "https://www.cartografia.servizirl.it/expo/rest/services/gpt/prim_r_idrogeo_20x20/MapServer", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://www.cartografia.servizirl.it/download/PRIM/r_t_idroge.zip", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "https://www.geoportale.regione.lombardia.it/c/document_library/get_file?uuid=57e9b530-8249-a884-1bcb-d66dcc4e3cbf&groupId=10180", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/r_lombar%3A0a2a419f-8dbf-4e14-8a15-431efee650f6", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "r_lombar:0a2a419f-8dbf-4e14-8a15-431efee650f6", "name": "item", "description": "r_lombar:0a2a419f-8dbf-4e14-8a15-431efee650f6", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/r_lombar:0a2a419f-8dbf-4e14-8a15-431efee650f6"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2025-08-27T00:00:00Z"}}, {"id": "r_lombar:22214824-4535-4d3d-bce6-e7ca4896b7d8", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[8.29, 44.31], [8.29, 46.89], [11.85, 46.89], [11.85, 44.31], [8.29, 44.31]]]}, "properties": {"themes": [{"concepts": [{"id": "environment"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Zone a rischio naturale"}, {"id": "Idrografia"}, {"id": "Suolo"}, {"id": "Siti protetti"}, {"id": "Geologia"}, {"id": "Copertura del suolo"}], "scheme": "https://www.eionet.europa.eu/gemet/it/inspire-themes"}, {"concepts": [{"id": "Regional"}], "scheme": "Spatial scope"}], "updated": "2023-12-14", "type": "Dataset", "language": "ita", "title": "Strategic Project of the Seveso Stream Sub-basin", "description": "Contenuti cartografici del Progetto Strategico di Sottobacino del torrente Seveso (approvato con DGR. n. 7563 del 18 dicembre 2017), pubblicato sul sito dei Contratti di fiume e consultabile alla pagina http://www.contrattidifiume.it/it/azioni/seveso/progetto-di-sottobacino-seveso/index.html Il Progetto fornisce un servizio di mappa che si compone di una parte conoscitiva e di una interpretativa, lavorando all'interno del Geoportale, sia in termini di input che di output: di input poich\u00e9 la cartografia si basa su strati informativi che per la maggior parte sono gi\u00e0 disponibili (ad esempio dati DUSAF, Data base topografici, reti ecologiche, previsioni di piani comunali e sovracomunali, ecc.) e che definiscono il quadro conoscitivo dell'ambito di progetto, di output in quanto gli elaborati cartografici e i loro futuri aggiornamenti, sono condivisi e fruibili sul Geoportale. In particolare il quadro interpretativo di Progetto si articola nei seguenti elaborati cartografici: 1. Ambito di analisi, che delimita il territorio sul quale sono state condotte le analisi territoriali. 2. Ambito di applicazione delle misure, che delimita l'ambito sul quale sono state impostate misure generali e localizzate finalizzate alla risoluzione delle criticit\u00e0. 3. Carte delle criticit\u00e0 e delle misure: 3.1 Criticit\u00e0, che riporta le 15 criticit\u00e0 prioritarie individuate nell'ambito di analisi, a partire dalla combinazione/interazione degli elementi di sensibilit\u00e0 territoriale individuati \u2022 1-Interferenza urbanizzato e rete mobilit\u00e0 con corpi idrici \u2022 2-Ridotta capacit\u00e0 di drenaggio \u2022 3-Potenziali fonti di pressione puntuale \u2022 4-Artificializzazione alveo fluviale e sponde \u2022 5-Potenziali pressioni legate all\u2019uso agricolo del suolo \u2022 6-Interferenze antropizzato con RER e discontinuit\u00e0 rete ecologica \u2022 7-Suolo e sottosuolo non ottimali per gestione acque meteoriche Insufficiente azione locale di prevenzione dei rischi \u2022 9-Fenomeni di dismissione \u2022 10-Qualit\u00e0 morfologica e funzionalit\u00e0 fluviale non buone \u2022 11-Stato chimico del corpo idrico non buono \u2022 12-Stato ecologico del corpo idrico non buono \u2022 13-Pericolosit\u00e0 per fenomeni idraulici e idrogeologici \u2022 14-Rischio idraulico medio alto \u2022 15-Rischio idrogeologico medio alto Interrogando le singole celle, nel campo scheda Misure generali .pdf, aprendo il collegamento ipertestuale si pu\u00f2 accedere all'elenco delle misure generali previste nel progetto per la risoluzione di ogni specifica criticit\u00e0. 3.2 Compresenza di criticit\u00e0, che rappresenta la presenza e la numerosit\u00e0 delle 15 criticit\u00e0 prioritari individuate. La rappresentazione grafica \u00e8 articolata in cinque classi (da 0 a 1, 2, 3, da 4 a 6, da 7 a 12) in funzione della loro compresenza. 3.3 Misure generali, interrogando il poligono che rappresenta l'ambito di applicazione delle misure \u00e8 possibile aprire tramite collegamento ipertestuale l'elenco delle misure generali previste nel progetto per la risoluzione di ogni specifica criticit\u00e0. 3.4 Misure localizzate, che mostra la localizzazione dei punti delle misure localizzate complessive e suddivise per singola Criticit\u00e0. Le misure generali e localizzate rispondono ai Macro obbiettivi: Q - qualit\u00e0, R - rischio, SE - servizi ecosistemici e G - governace, ed ai temi del Progetto: Q - qualit\u00e0, R - rischio idraulico, SE - servizi ecosistemici, G - governance, D - drenaggio urbano, P - paesaggio, C - connessioni ecologiche e RF - riqualificazione fluviale. 3.5 Compresenza degli elementi di sensibilit\u00e0, che rappresenta la presenza e la numerosit\u00e0 dei seguenti elementi sensibilit\u00e0 esistenti o potenziali sull'ambito di analisi: - Interferenza urbanizzato e corpi idrici - Interferenza infrastrutture e corpi idrici - Interferenza urbanizzato e laghi - Interferenza infrastrutture e laghi - Rischio idraulico R3 R4 - Rischio frane R3 R4 - Ponti - Opere di difesa - Pericolosit\u00e0 esondazione alta - Pericolosit\u00e0 frana alta - Classe fattibilit\u00e0 incongrua - Stato chimico corpi idrici non buono - Stato ecologico corpi idrici non buono - Indice Qualit\u00e0 Morfologica non buono - Indice Funzionalit\u00e0 Fluviale non buono - Scarichi - Tratti tombinati - Impianti di depurazione - Siti contaminati - Impianti gestione rifiuti - Corridoi primari alta antropizzazione - Corridoi primari medio bassa antropizzazione - RER Elementi primari - RER Elementi secondari - RER Varchi - Cave cessate - Aree dismesse - Insediamenti produttivi - Aziende a Rischio di Incidente Rilevante - Ridotta capacit\u00e0 drenante - Ridotta permeabilit\u00e0 suoli - Bassa soggiacenza falda - Aree agricole Agli elementi di sensibilit\u00e0 del territorio, complessivamente 33, \u00e8 stato assegnato un peso 2 se esistenti e un pero 1 se potenziali, un peso 0 se assenti. La rappresentazione grafica \u00e8 articolata per classi (bassa, medio bassa, media, medio alta, alta) in funzione della loro compresenza. Sia il livello informativo della Compresenza degli elementi di sensibilit\u00e0, che il livello informativo delle Carte delle criticit\u00e0, consentono di territorializzare nell\u2019ambito di analisi del Progetto (discretizzato con una maglia di 100 x 100 metri), la presenza/compresenza/assenza di fattori eterogenei (indipendentemente dalla loro estensione), altrimenti non confrontabili in una rappresentazione tradizionale. Le Carte si avvalgono sia di strati informativi gi\u00e0 disponibili sul Geoportale di Regione Lombardia che di altri livelli informativi elaborati durante le fasi di costruzione del Progetto. La loro costruzione consente una lettura simultanea delle diverse forme di degrado e rischio a supporto di politiche e misure integrate finalizzate all\u2019innalzamento della complessiva qualit\u00e0 del territorio del sottobacino. Sono strumenti di orientamento e di valutazione che permettono di definire e localizzare le misure del Progetto e supportare gli enti territoriali nella redazione di piani e progetti. Le date dell'aggiornamento pi\u00f9 recente relativo alle banche dati utilizzate per realizzare gli strati informativi della cartografia sono indicate nel documento allegato. La rappresentazione delle aree dismesse deriva dalla banca dati AGISCO (Anagrafe e Gestione Integrata dei Siti Contaminati) che non riporta l'aggiornamento rispetto al riutilizzo urbanistico dell'area, rappresentando quindi solo uno storico di tutte le aree per le quali l'Ufficio Bonifiche di Regione Lombardia ha ricevuto segnalazione di potenziale contaminazione, ha avviato e/o completato la caratterizzazione, ha avviato e/o completato la bonifica/messa in sicurezza. Di conseguenza lo strato informativo dovr\u00e0 essere oggetto di verifiche puntuali da parte dei Comuni. 4. Mappa dell\u2019acqua del Seveso, rappresenta gli effetti degli usi del suolo sulle acque e le numerose funzioni idrologiche: - sia in termini positivi, per quel che riguarda le funzioni di alimentazione del corso d\u2019acqua, infiltrazione, regolazione delle piene, espansione e fitodepurazione, protezione e filtro; - che in termini negativi, individuando le pressioni che derivano dalle aree edificate, dalle aree interessate da pratiche agro-colturali che implicano l'impoverimento della componente organica del suolo e l'utilizzo di prodotti chimici e fertilizzanti, da trattamenti di manutenzione e gestione degli impianti sportivi inerbiti (es. golf) e da scarichi puntiformi in corpo idrico. La mappa si compone dei seguenti strati informativi \u2022 Alimentazione artificiale corsi d'acqua \u2022 Alimentazione naturale corsi d'acqua \u2022 Scarichi puntuali \u2022 Protezione degli acquiferi \u2022 Impianti produttivi, tecnologici, sportivi e ospedali \u2022 Aree di infiltrazione estesa \u2022 Aree di infiltrazione locale \u2022 Elementi di pressione derivanti da destinazione per impianti sportivi inerbiti \u2022 Elementi di pressione derivanti da destinazione agricola \u2022 Elementi di pressione derivanti da destinazione estrattiva \u2022 Destinazione residenziale e assimilabile \u2022 Reti stradali e ferroviarie \u2022 Vegetazione con funzione di fascia tampone e filtro \u2022 Tratti idrici sottobacino Seveso \u2022 Ridotta permeabilit\u00e0 suoli La rappresentazione grafica della permeabilit\u00e0 dei suoli \u00e8 articolata per classi (bassa, media, alta). 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