{"type": "FeatureCollection", "features": [{"id": "10.1016/j.jaridenv.2005.12.008", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:16:09Z", "type": "Journal Article", "created": "2006-01-27", "title": "Carbon Sequestration In Semi-Arid Rangelands: Comparison Of Pinus Ponderosa Plantations And Grazing Exclusion In Nw Patagonia", "description": "Abstract   The large global extension of arid and semi-arid regions together with their widespread degradation give these areas a high potential to sequester carbon. We explored the possibilities of semi-arid ecosystems to sequester carbon by means of rangeland exclusion and afforestation with  Pinus ponderosa  in NW Patagonia (Argentina). We sampled all pools where organic carbon accumulates in a network of five trios of adjacent grazed, non-grazed and afforested stands (age: 12\u201325 years, density 605\u20131052\u00a0trees\u00a0ha \u22121 ). After 15 years since trees were planted, afforestation added \u223c50% more C to the initial ecosystem carbon pool, with annual sequestration rate ranging 0.5\u20133.3\u00a0Mg\u00a0C\u00a0ha \u22121  year \u22121 . Carbon gains in afforested stands were higher above than below-ground (150% vs. 32%). Root biomass differences (374% more in afforested vs. grazed stands,     p  =  0.0  0  1  1    ) explained below-ground carbon contrasts whereas soil organic carbon showed no differences with afforestation. By contrast, grazing exclosures did not result in significant changes in the total carbon storage in comparison with the adjacent grazed stands (    p  =  0.4  2    ) suggesting a slow ecosystem recovery in the time frame of this study (\u223c15 years of exclusion). Nevertheless, higher litter amount was found in the former (+53%,     p  =  0.0  7    ). Neither, soil organic carbon nor root carbon showed significant differences between grazed and non-grazed conditions. Considering that more than 1.1 millions of hectares of the studied ecosystems are highly degraded and suitable for tree planting, afforesting this area could result in a carbon sequestration rate of 1.7\u00a0Tg C year \u22121 , almost 6% of the current fossil fuel emissions of Argentina; however environmental consequences which could emerge from this deep land use shift must be taken into account when afforestation program are being designed.", "keywords": ["Argentina", "Drylands", "Ecosystem carbon pool", "04 agricultural and veterinary sciences", "15. Life on land", "01 natural sciences", "Grazing", "Afforestation", "13. Climate action", "https://purl.org/becyt/ford/4.1", "0401 agriculture", " forestry", " and fisheries", "https://purl.org/becyt/ford/4", "Desertification", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://doi.org/10.1016/j.jaridenv.2005.12.008"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Journal%20of%20Arid%20Environments", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1016/j.jaridenv.2005.12.008", "name": "item", "description": "10.1016/j.jaridenv.2005.12.008", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1016/j.jaridenv.2005.12.008"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2006-10-01T00:00:00Z"}}, {"id": "10.1002/ece3.6803", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:14:25Z", "type": "Journal Article", "created": "2020-09-22", "title": "Background insect herbivory increases with local elevation but makes minor contribution to element cycling along natural gradients in the Subarctic", "description": "Abstract<p>Herbivores can exert major controls over biogeochemical cycling. As invertebrates are highly sensitive to temperature shifts (ectothermal), the abundances of insects in high\uffe2\uff80\uff90latitude systems, where climate warming is rapid, is expected to increase. In subarctic mountain birch forests, research has focussed on geometrid moth outbreaks, while the contribution of background insect herbivory (BIH) to elemental cycling is poorly constrained. In northern Sweden, we estimated BIH along 9 elevational gradients distributed across a gradient in regional elevation, temperature, and precipitation to allow evaluation of consistency in local versus regional variation. We converted foliar loss via BIH to fluxes of C, nitrogen (N), and phosphorus (P) from the birch canopy to the soil to compare with other relevant soil inputs of the same elements and assessed different abiotic and biotic drivers of the observed variability. We found that leaf area loss due to BIH was ~1.6% on average. This is comparable to estimates from tundra, but considerably lower than ecosystems at lower latitudes. The C, N, and P fluxes from canopy to soil associated with BIH were 1\uffe2\uff80\uff932 orders of magnitude lower than the soil input from senesced litter and external nutrient sources such as biological N fixation, atmospheric deposition of N, and P weathering estimated from the literature. Despite the minor contribution to overall elemental cycling in subarctic birch forests, the higher quality and earlier timing of the input of herbivore deposits to soils compared to senesced litter may make this contribution disproportionally important for various ecosystem functions. BIH increased significantly with leaf N content as well as local elevation along each transect, yet showed no significant relationship with temperature or humidity, nor the commonly used temperature proxy, absolute elevation. The lack of consistency between the local and regional elevational trends calls for caution when using elevation gradients as climate proxies.</p", "keywords": ["0106 biological sciences", "OPEROPHTERA-BRUMATA", "MOTH HERBIVORY", "insect herbivory", "NUTRIENT RESORPTION", "EPIRRITA-AUTUMNATA", "PLANT DEFENSES", "space\u2010for\u2010time substitution", "carbon cycling", "01 natural sciences", "fast cycle versus slow cycle", "LITTER DECOMPOSITION", "MOUNTAIN BIRCH", "Subarctic mountain birch forest", "QH540-549.5", "Original Research", "Ekologi", "CLIMATE-CHANGE", "Ecology", "LEAF-AREA INDEX", "space-for-time substitution", "nutrient cycling", "15. Life on land", "Climate Science", "ECOSYSTEM CARBON", "13. Climate action", "Klimatvetenskap"]}, "links": [{"href": "https://onlinelibrary.wiley.com/doi/pdf/10.1002/ece3.6803"}, {"href": "https://doi.org/10.1002/ece3.6803"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Ecology%20and%20Evolution", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1002/ece3.6803", "name": "item", "description": "10.1002/ece3.6803", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1002/ece3.6803"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2020-06-08T00:00:00Z"}}, {"id": "10.1111/j.1757-1707.2011.01118.x", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:18:03Z", "type": "Journal Article", "created": "2011-09-12", "title": "Energy Balances And Greenhouse Gas Emissions Of Palm Oil Biodiesel In Indonesia", "description": "Abstract<p>This study presents a cradle\uffe2\uff80\uff90to\uffe2\uff80\uff90gate assessment of the energy balances and greenhouse gas (GHG) emissions of Indonesian palm oil biodiesel production, including the stages of land\uffe2\uff80\uff90use change (LUC), agricultural phase, transportation, milling, biodiesel processing, and comparing the results from different farming systems, including company plantations and smallholder plantations (either out growers or independent growers) in different locations in Kalimantan and Sumatra of Indonesia. The findings demonstrate that there are considerable differences between the farming systems and the locations in net energy yields (43.6\uffe2\uff80\uff9349.2\uffc2\uffa0GJ\uffc2\uffa0t\uffe2\uff88\uff921\uffc2\uffa0biodiesel\uffc2\uffa0yr\uffe2\uff88\uff921) as well as GHG emissions (1969.6\uffe2\uff80\uff935626.4\uffc2\uffa0kg\uffc2\uffa0CO2eq\uffc2\uffa0t\uffe2\uff88\uff921 biodiesel\uffc2\uffa0yr\uffe2\uff88\uff921). The output to input ratios are positive in all cases. The largest GHG emissions result from LUC effects, followed by the transesterification, fertilizer production, agricultural production processes, milling, and transportation. Ecosystem carbon payback times range from 11 to 42\uffc2\uffa0years.</p>", "keywords": ["2. Zero hunger", "net energy yield", "palm oil biodiesel", "330", "greenhouse gas emissions", "ecosystem carbon payback time", "0211 other engineering and technologies", "02 engineering and technology", "15. Life on land", "7. Clean energy", "energy balances", "630", "12. Responsible consumption", "land-use change", "13. Climate action", "11. Sustainability", "0202 electrical engineering", " electronic engineering", " information engineering", "farming systems"]}, "links": [{"href": "https://doi.org/10.1111/j.1757-1707.2011.01118.x"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/GCB%20Bioenergy", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1111/j.1757-1707.2011.01118.x", "name": "item", "description": "10.1111/j.1757-1707.2011.01118.x", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1111/j.1757-1707.2011.01118.x"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2011-09-12T00:00:00Z"}}, {"id": "10.5061/dryad.1v87f", "type": "Feature", "geometry": null, "properties": {"license": "unspecified", "updated": "2026-09-22T16:19:41Z", "type": "Dataset", "title": "Data from: Post-fire changes in forest carbon storage over a 300-year chronosequence of Pinus contorta-dominated forests", "description": "unspecifiedA warming climate may increase the frequency and severity of  stand-replacing wildfires, reducing carbon (C) storage in forest  ecosystems. Understanding the variability of post-fire C cycling on  heterogeneous landscapes is critical for predicting changes in C storage  with more frequent disturbance. We measured C pools and fluxes for 77  lodgepole pine (Pinus contorta Dougl. ex Loud var. latifolia Engelm.)  stands in and around Yellowstone National Park (YNP) along a 300-year  chronosequence to examine how quickly forest C pools recover after a  stand-replacing fire, their variability through time across a complex  landscape, and the role of stand structure in this variability. Carbon  accumulation after fire was rapid relative to the historical mean fire  interval of 150-300 years, recovering nearly 80% of pre-fire C in 50 years  and 90% within 100 years. Net ecosystem carbon balance (NECB) declined  monotonically from 160 g C m-2 yr-1 at age 12 to 5 g C m 2 yr-1 at age  250, but was never negative after disturbance. Decomposition and  accumulation of dead wood contributed little to NECB relative to live  biomass in this system. Aboveground net primary productivity was  correlated with leaf area for all stands, and the decline in aboveground  net primary productivity with forest age was related to a decline in both  leaf area and growth efficiency. Forest structure was an important driver  of ecosystem C, with ecosystem C, live biomass C, and organic soil C  varying with basal area or tree density in addition to forest age. Rather  than identifying a single chronosequence, we found high variability in  many components of ecosystem C stocks through time; a &gt; 50% random  subsample of the sampled stands was necessary to reliably estimate the  non-linear equation coefficients for ecosystem C. At the spatial scale of  YNP, this variability suggests that landscape C develops via many pathways  over decades and centuries, with prior stand structure, regeneration, and  within-stand disturbance all important. With fire rotation projected to be  &lt; 30 years by mid century in response to a changing climate,  forests in YNP will store substantially less C (at least 4.8 kg C/m2 or  30% less).", "keywords": ["Pinus contorta var. latifolia", "13. Climate action", "Yellowstone", "lodgepole pine", "net ecosystem carbon balance", "15. Life on land", "Carbon"]}, "links": [{"href": "https://doi.org/10.5061/dryad.1v87f"}, {"rel": "self", "type": "application/geo+json", "title": "10.5061/dryad.1v87f", "name": "item", "description": "10.5061/dryad.1v87f", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5061/dryad.1v87f"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2012-12-03T00:00:00Z"}}, {"id": "10.5061/dryad.0zpc86711", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:19:41Z", "type": "Dataset", "title": "Agroforestry carbon stocks and greenhouse gas emission rates in central Alberta, Canada", "description": "Open Access<strong>The  current dataset replaces a previous version and has been modified for  clarity and carefully reviewed for  accuracy.</strong>", "keywords": ["2. Zero hunger", "deadwood", "FOS: Agricultural sciences", "Sustainable agriculture", "15. Life on land", "12. Responsible consumption", "climate change mitigation", "sustainable agriculture", "soil organic carbon", "13. Climate action", "ecosystem carbon sequestration", "11. Sustainability", "agroforestry systems", "Greenhouse gas emissions"]}, "links": [{"href": "https://doi.org/10.5061/dryad.0zpc86711"}, {"rel": "self", "type": "application/geo+json", "title": "10.5061/dryad.0zpc86711", "name": "item", "description": "10.5061/dryad.0zpc86711", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5061/dryad.0zpc86711"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-07-25T00:00:00Z"}}, {"id": "10.5061/dryad.8382j4r", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:19:44Z", "type": "Dataset", "title": "Data from: Spatial variation and linkages of soil and vegetation in the Siberian Arctic tundra \u2013 coupling field observations with remote sensing data", "description": "unspecifiedPlant, soil and remote  sensing attributes of a Siberian Arctic sitePlant and soil data of  study plots were collected in the field in summer 2014. NDVI and  topographical attributes were later extracted from three satellite images,  portraying the field site and vegetation in three different years at 180,  220 and 750 DD (growing degree days with 0 C threshold). Plant species  presence (1 in data) and absence (0 in data) in study plots is available  for dicotyledonous vascular plants. Land cover types are based on  ground-based visual judgement.Mikola et al.  2018_Biogeosciences.xlsx", "keywords": ["Vascular plant", "Satellite image", "soil temperature", "reflectance", "Permafrost", "spatial variation", "Spatial extrapolation", "Salix", "15. Life on land", "Betula nana", "moss", "Ecosystem carbon exchange", "LAI", "Sphagnum", "Carex", "Eriophorum", "13. Climate action", "Land cover type"], "contacts": [{"organization": "Mikola, Juha, Virtanen, Tarmo, Linkosalmi, Maiju, V\u00e4h\u00e4, Emmi, Nyman, Johanna, Postanogova, Olga, R\u00e4s\u00e4nen, Aleksi, Kotze, D. Johan, Laurila, Tuomas, Juutinen, Sari, Kondratyev, Vladimir, Aurela, Mika,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5061/dryad.8382j4r"}, {"rel": "self", "type": "application/geo+json", "title": "10.5061/dryad.8382j4r", "name": "item", "description": "10.5061/dryad.8382j4r", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5061/dryad.8382j4r"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2019-05-04T00:00:00Z"}}, {"id": "3089242097", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-09-22T16:23:01Z", "type": "Journal Article", "created": "2020-09-22", "title": "Background insect herbivory increases with local elevation but makes minor contribution to element cycling along natural gradients in the Subarctic", "description": "Abstract<p>Herbivores can exert major controls over biogeochemical cycling. As invertebrates are highly sensitive to temperature shifts (ectothermal), the abundances of insects in high\uffe2\uff80\uff90latitude systems, where climate warming is rapid, is expected to increase. In subarctic mountain birch forests, research has focussed on geometrid moth outbreaks, while the contribution of background insect herbivory (BIH) to elemental cycling is poorly constrained. In northern Sweden, we estimated BIH along 9 elevational gradients distributed across a gradient in regional elevation, temperature, and precipitation to allow evaluation of consistency in local versus regional variation. We converted foliar loss via BIH to fluxes of C, nitrogen (N), and phosphorus (P) from the birch canopy to the soil to compare with other relevant soil inputs of the same elements and assessed different abiotic and biotic drivers of the observed variability. We found that leaf area loss due to BIH was ~1.6% on average. This is comparable to estimates from tundra, but considerably lower than ecosystems at lower latitudes. The C, N, and P fluxes from canopy to soil associated with BIH were 1\uffe2\uff80\uff932 orders of magnitude lower than the soil input from senesced litter and external nutrient sources such as biological N fixation, atmospheric deposition of N, and P weathering estimated from the literature. Despite the minor contribution to overall elemental cycling in subarctic birch forests, the higher quality and earlier timing of the input of herbivore deposits to soils compared to senesced litter may make this contribution disproportionally important for various ecosystem functions. BIH increased significantly with leaf N content as well as local elevation along each transect, yet showed no significant relationship with temperature or humidity, nor the commonly used temperature proxy, absolute elevation. The lack of consistency between the local and regional elevational trends calls for caution when using elevation gradients as climate proxies.</p", "keywords": ["0106 biological sciences", "OPEROPHTERA-BRUMATA", "MOTH HERBIVORY", "insect herbivory", "NUTRIENT RESORPTION", "EPIRRITA-AUTUMNATA", "PLANT DEFENSES", "space\u2010for\u2010time substitution", "carbon cycling", "01 natural sciences", "fast cycle versus slow cycle", "LITTER DECOMPOSITION", "MOUNTAIN BIRCH", "Subarctic mountain birch forest", "QH540-549.5", "Original Research", "Ekologi", "CLIMATE-CHANGE", "Ecology", "LEAF-AREA INDEX", "space-for-time substitution", "nutrient cycling", "15. Life on land", "Climate Science", "ECOSYSTEM CARBON", "13. Climate action", "Klimatvetenskap"]}, "links": [{"href": "https://onlinelibrary.wiley.com/doi/pdf/10.1002/ece3.6803"}, {"href": "https://doi.org/3089242097"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Ecology%20and%20Evolution", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "3089242097", "name": "item", "description": "3089242097", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/3089242097"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2020-06-08T00:00:00Z"}}, {"id": "34418448", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:23:14Z", "type": "Journal Article", "created": "2021-08-18", "title": "Response of net reduction rate in vegetation carbon uptake to climate change across a unique gradient zone on the Tibetan Plateau", "description": "The Tibetan Plateau (TP) has a variety of vegetation types that range from alpine tundra to tropic evergreen forest, which play an important role in the global carbon (C) cycle and is extremely vulnerable to climate change. The vegetation C uptake is crucial to the ecosystem C sequestration. Moreover, net reduction in vegetation C uptake (NRVCU) will strongly affect the C balance of terrestrial ecosystem. Until now, there is limited knowledge on the recovery process of vegetation net C uptake and the spatial-temporal patterns of NRVCU after the disturbance that caused by climate change and human activities. Here, we used the MODIS-derived net primary production to characterize the spatial-temporal patterns of NRVCU. We further explored the influence factors of the net reduction rate in vegetation C uptake (NRRVCU) and recovery processes of vegetation net C uptake across a unique gradient zone on the TP. Results showed that the total net reduction amount of vegetation C uptake gradually decreased from 2000 to 2015 on the TP (Slope\u00a0=\u00a0-0.002, P\u00a0<\u00a00.05). Specifically, an increasing gradient zone of multi-year average of net reduction rate in vegetation carbon uptake (MYANRRVCU) from east to west was observed. In addition, we found that the recovery of vegetation net C uptake after the disturbance caused by climate change and anthropogenic disturbance in the gradient zone were primarily dominated by precipitation and temperature. The findings revealed that the effects of climate change on MYANRRVCU and vegetation net C uptake recovery differed significantly across geographical space and vegetation types. Our results highlight that the biogeographic characteristics of the TP should be considered for combating future climate change.", "keywords": ["DYNAMICS", "TREE MORTALITY", "Climate Change", "Tibet", "01 natural sciences", "FLUX TOWER", "Climate change", "Humans", "EXCHANGE", "TEMPERATURE", "DROUGHT", "Ecosystem", "Gradient zone", "0105 earth and related environmental sciences", "PRODUCTIVITY", "Net reduction rate", "Anthropogenic Effects", "Temperature", "04 agricultural and veterinary sciences", "15. Life on land", "Vegetation C uptake", "Carbon", "TERRESTRIAL ECOSYSTEMS", "Tibetan plateau", "ECOSYSTEM CARBON", "13. Climate action", "PRECIPITATION", "0401 agriculture", " forestry", " and fisheries"]}, "links": [{"href": "https://doi.org/34418448"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Environmental%20Research", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "34418448", "name": "item", "description": "34418448", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/34418448"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-01-01T00:00:00Z"}}, {"id": "15611ad4-619e-486f-87d4-0c1eea91775a", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[5.81, 47.26], [5.81, 54.76], [15.77, 54.76], [15.77, 47.26], [5.81, 47.26]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "vegetation index"}, {"id": "crop monitoring"}, {"id": "spectral analysis"}, {"id": "appropriate technology"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}, {"id": "low cost"}, {"id": "spectral sensor"}, {"id": "open source device"}, {"id": "net ecosystem carbon balance"}, {"id": "water use efficiency"}], "scheme": "Individual"}, {"concepts": [{"id": "Bodennutzung"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}, {"concepts": [{"id": "Germany"}, {"id": "Brandenburg"}, {"id": "M\u00e4rkisch Oderland"}, {"id": "Philippines"}, {"id": "Benin"}], "scheme": "individual"}], "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the ZALF Datenerfassung's research activities.\" Although every care has been taken in preparing and testing the data, the ZALF Datenerfassung and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the ZALF Datenerfassung and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The ZALF Datenerfassung and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2024-03-01", "type": "Dataset", "created": "2024-02-15", "language": "eng", "title": "Low-cost ground-based NDVI sensor device for manual and automated crop monitoring - Field application Benin", "description": "NDVI measurements from field trial application in Benin using low-cost sensor device\n\nGeneral description see mother table: (https://doi.org/10.4228/zalf-db3a-6q09); Related datasets are listed in the metadata element 'Related Identifier'.\nDataset version 1.0", "formats": [{"name": "CSV"}], "keywords": ["vegetation index", "crop monitoring", "spectral analysis", "appropriate technology", "opendata", "low cost", "spectral sensor", "open source device", "net ecosystem carbon balance", "water use efficiency", "Bodennutzung", "Germany", "Brandenburg", "M\u00e4rkisch Oderland", "Philippines", "Benin"], "contacts": [{"name": "Leibniz 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null}]}, {"name": "Shrijana Vaidya", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Ayertey Aquinas Kofi", "organization": "West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Council for Scientific and Industrial Research-Savannah Agricultural Research Institute (CSIR-SARI)", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Mavis Nartey", "organization": "West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Council for Scientific and Industrial Research-Savannah Agricultural Research Institute (CSIR-SARI)", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Narkey Kofi Mark", "organization": "West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Council for Scientific and Industrial Research-Savannah Agricultural Research Institute (CSIR-SARI)", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Abdul-Fataw Alhassan", "organization": "West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Council for Scientific and Industrial Research-Savannah Agricultural Research Institute (CSIR-SARI)", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"organization": "West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Laboratory of Hydraulic and Water Control, National Institute of Water, University of Abomey-Calavi;West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Council for Scientific and Industrial Research-Savannah Agricultural Research Institute (CSIR-SARI);Leibniz Centre for Agricultural Landscape Research (ZALF)", "roles": ["contributor"]}], "title_alternate": "Data collection: Part 2/9, table: Field ET flux measurements"}, "links": [{"href": "https://maps.bonares.de/mapapps/resources/apps/bonares/index.html?lang=en&mid=a3752ecb-c5ea-4f1a-96ff-01a24180d3cb", "rel": "information"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/a3752ecb-c5ea-4f1a-96ff-01a24180d3cb", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "6b664e1e-15ff-4bcb-8cd6-fef048a653a6", "name": "item", "description": "6b664e1e-15ff-4bcb-8cd6-fef048a653a6", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/6b664e1e-15ff-4bcb-8cd6-fef048a653a6"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-01-15T00:00:00Z"}}, {"id": "PMC7593201", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-09-22T16:24:38Z", "type": "Journal Article", "created": "2020-09-22", "title": "Background insect herbivory increases with local elevation but makes minor contribution to element cycling along natural gradients in the Subarctic", "description": "Abstract<p>Herbivores can exert major controls over biogeochemical cycling. As invertebrates are highly sensitive to temperature shifts (ectothermal), the abundances of insects in high\uffe2\uff80\uff90latitude systems, where climate warming is rapid, is expected to increase. In subarctic mountain birch forests, research has focussed on geometrid moth outbreaks, while the contribution of background insect herbivory (BIH) to elemental cycling is poorly constrained. In northern Sweden, we estimated BIH along 9 elevational gradients distributed across a gradient in regional elevation, temperature, and precipitation to allow evaluation of consistency in local versus regional variation. We converted foliar loss via BIH to fluxes of C, nitrogen (N), and phosphorus (P) from the birch canopy to the soil to compare with other relevant soil inputs of the same elements and assessed different abiotic and biotic drivers of the observed variability. We found that leaf area loss due to BIH was ~1.6% on average. This is comparable to estimates from tundra, but considerably lower than ecosystems at lower latitudes. The C, N, and P fluxes from canopy to soil associated with BIH were 1\uffe2\uff80\uff932 orders of magnitude lower than the soil input from senesced litter and external nutrient sources such as biological N fixation, atmospheric deposition of N, and P weathering estimated from the literature. Despite the minor contribution to overall elemental cycling in subarctic birch forests, the higher quality and earlier timing of the input of herbivore deposits to soils compared to senesced litter may make this contribution disproportionally important for various ecosystem functions. BIH increased significantly with leaf N content as well as local elevation along each transect, yet showed no significant relationship with temperature or humidity, nor the commonly used temperature proxy, absolute elevation. The lack of consistency between the local and regional elevational trends calls for caution when using elevation gradients as climate proxies.</p", "keywords": ["0106 biological sciences", "OPEROPHTERA-BRUMATA", "MOTH HERBIVORY", "insect herbivory", "NUTRIENT RESORPTION", "EPIRRITA-AUTUMNATA", "PLANT DEFENSES", "space\u2010for\u2010time substitution", "carbon cycling", "01 natural sciences", "fast cycle versus slow cycle", "LITTER DECOMPOSITION", "MOUNTAIN BIRCH", "Subarctic mountain birch forest", "QH540-549.5", "Original Research", "Ekologi", "CLIMATE-CHANGE", "Ecology", "LEAF-AREA INDEX", "space-for-time substitution", "nutrient cycling", "15. Life on land", "Climate Science", "ECOSYSTEM CARBON", "13. Climate action", "Klimatvetenskap"]}, "links": [{"href": "https://onlinelibrary.wiley.com/doi/pdf/10.1002/ece3.6803"}, {"href": "https://doi.org/PMC7593201"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Ecology%20and%20Evolution", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "PMC7593201", "name": "item", "description": "PMC7593201", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/PMC7593201"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2020-06-08T00:00:00Z"}}, {"id": "2f520316-f6b8-44f4-a622-c13e7c80c722", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[5.81, 47.26], [5.81, 54.76], [15.77, 54.76], [15.77, 47.26], [5.81, 47.26]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "vegetation index"}, {"id": "crop monitoring"}, {"id": "spectral analysis"}, {"id": "appropriate technology"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}, {"id": "low cost"}, {"id": "spectral sensor"}, {"id": "open source device"}, {"id": "net ecosystem carbon balance"}, {"id": "water use efficiency"}], "scheme": "Individual"}, {"concepts": [{"id": "Bodennutzung"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}, {"concepts": [{"id": "Germany"}, {"id": "Brandenburg"}, {"id": "M\u00e4rkisch Oderland"}, {"id": "Philippines"}, {"id": "Benin"}], "scheme": "individual"}], "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the ZALF Datenerfassung's research activities.\" Although every care has been taken in preparing and testing the data, the ZALF Datenerfassung and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the ZALF Datenerfassung and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The ZALF Datenerfassung and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2024-03-01", "type": "Dataset", "created": "2024-02-15", "language": "eng", "title": "Low-cost ground-based NDVI sensor device for manual and automated crop monitoring", "description": "Ground-based NDVI sensors are vital for an accurate, localized crop condition and growth assessment, but their high cost and labor-intensive nature limit accessibility. Here, we present a low-cost NDVI sensor device, priced under 250 Euros, which can be utilized both manually as a handheld tool and automatically as a standalone device to address this issue. We calibrated and field validated the low-cost NDVI sensor against a commercial sensor for ground-based NDVI measurements. Our calibration revealed a slight underestimation at higher NDVI values measured from the low-cost sensor, which we adjusted using a correction function. Field validation proved the accuracy of low-cost sensor device, with a high correlation (r\u00b2 = 0.99; y = 1.04x + 0.003) and good agreement with the reference device, after applying then derived correction function. Further field trial application of the low-cost sensor as a handheld device (manual mode) in Benin and the Philippines for rice and pineapple cultivation, respectively, demonstrated the reliability of the device to monitor crop development and biomass accumulation. An additional field testing in an oat field site in Germany showed that the developed low-cost NDVI sensor, functioning as a standalone automatic device, is robust, reliable and capable to monitor crop development during senescence, through higher temporal resolution NDVI measurements. This study proved the accuracy and reliability of our low-cost NDVI sensor, increasing accessibility to cost-effective, ground-based NDVI crop monitoring solutions.Contains the index of all datasets.\n\nRelated datasets are listed in the metadata element 'Related Identifier'.\nDataset version 1.0", "formats": [{"name": "CSV"}], "keywords": ["vegetation index", "crop monitoring", "spectral analysis", "appropriate technology", "opendata", "low cost", "spectral sensor", "open source device", "net ecosystem carbon balance", "water use efficiency", "Bodennutzung", "Germany", "Brandenburg", "M\u00e4rkisch Oderland", "Philippines", "Benin"], "contacts": [{"name": "Leibniz Centre for Agricultural Landscape Research", "organization": "ZALF", "position": "Research Platform 'Data Analysis & Simulation' - Workgroup Research Data Management", "roles": ["publisher"], "phones": [{"value": "+49 33432 82 300"}], "emails": [{"value": "dataservice@zalf.de"}], "addresses": [{"deliveryPoint": ["Eberswalder Strasse 84"], "city": "M\u00fcncheberg", "administrativeArea": "Brandenburg", "postalCode": "15374", "country": "Germany"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "https://ror.org/01ygyzs83", "name_url": "", "description": "ROR", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Reena Macagga", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0003-3407-5177", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Mathias Hoffmann", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "mathias.hoffmann@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0002-2776-1403", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Geoffroy Sossa", "organization": "University of Sciences, Techniques and Technologies of Bamako (USTTB)", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "sogeof1992@gmail.com"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Yvonne Ayaribil", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "Yvonne.Ayaribil@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Rinan Bayot", "organization": "University of the Philippines Los Ba\u00f1os", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "rmbayot1@up.edu.ph"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Pearl Sanchez", "organization": "University of the Philippines Los Ba\u00f1os", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "pbsanchez1@up.edu.ph"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0001-6253-5690", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "J\u00fcrgen Augustin", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "jaug@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0002-8560-2814", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Sonoko Dorothea Bellingrath-Kimura", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "Sonoko.Bellingrath-Kimura@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0001-7392-7796", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Mathias Hoffmann", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["projectLeader"], "phones": [{"value": null}], "emails": [{"value": "mathias.hoffmann@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0002-2776-1403", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Shukrona Giyasidinova", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Natalija Obradovi\u0107", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Mario Bel\u00edo Miranda", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Isabel Zentgraf", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Michael Alcantara", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"organization": "Leibniz Centre for Agricultural Landscape Research;University of Sciences, Techniques and Technologies of Bamako (USTTB);University of the Philippines Los Ba\u00f1os", "roles": ["contributor"]}], "title_alternate": "Data collection: Part 0/7, table: Index of data collection"}, "links": [{"href": "https://maps.bonares.de/mapapps/resources/apps/bonares/index.html?lang=en&mid=2f520316-f6b8-44f4-a622-c13e7c80c722", "rel": "information"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2f520316-f6b8-44f4-a622-c13e7c80c722", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2f520316-f6b8-44f4-a622-c13e7c80c722", "name": "item", "description": "2f520316-f6b8-44f4-a622-c13e7c80c722", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2f520316-f6b8-44f4-a622-c13e7c80c722"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-03-01T00:00:00Z"}}, {"id": "a3752ecb-c5ea-4f1a-96ff-01a24180d3cb", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-1.0, 9.4], [-1.0, 52.45], [14.15, 52.45], [14.15, 9.4], [-1.0, 9.4]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "agricultural water use"}, {"id": "appropriate technology"}, {"id": "evapotranspiration"}, {"id": "carbon dioxide"}, {"id": "water balance"}, {"id": "crop water use"}, {"id": "water-use efficiency"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}, {"id": "carbon balance"}, {"id": "open source device"}, {"id": "net ecosystem carbon balance"}], "scheme": "Individual"}, {"concepts": [{"id": "Bodennutzung"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}, {"concepts": [{"id": "Ghana"}, {"id": "Africa"}, {"id": "Germany and Brandenburg"}], "scheme": "individual"}], "license": "CC BY", "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the ZALF Datenerfassung's research activities.\" Although every care has been taken in preparing and testing the data, the ZALF Datenerfassung and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the ZALF Datenerfassung and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The ZALF Datenerfassung and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2024-01-15", "type": "Dataset", "created": "2023-03-30", "language": "eng", "title": "Validation and field application of a low-cost device to measure CO2 and ET fluxes", "description": "Mitigating the global climate crisis and its consequences, such as more frequent and severe droughts, is one of the major challenges for future agriculture. Therefore, identifying land use systems and management practices that reduce greenhouse gas emissions (GHG) and promote water use efficiency (WUE) is crucial. This however, requires accurate and precise measurements of carbon dioxide (CO2) fluxes and evapotranspiration (ET). Despite that, commercial systems to measure CO2 and ET fluxes are expensive and thus, often exclude research in ecosystems within the Global South. This is especially true for research and data of agroecosystems in these areas, which are to date still widely underrepresented. Here, we present a newly developed, low-cost, non-dispersive infrared (NDIR)-based, CO2 and ET flux measurement device (~ 200 Euro) that provides reliable, accurate and precise CO2 and ET flux measurements in conjunction with manual closed chambers. To validate the system, laboratory and field validation experiments were performed, testing multiple different low-cost sensors. We demonstrate that the system delivers accurate and precise CO2 and ET flux measurements using the K30 FR NDIR (CO2) and SHT31 (RH) sensor. An additional field trial application demonstrated its longer-term stability ( 3 months) and ability to obtain valid net ecosystem C balances (NECB) and WUE. This was the case, even though environmental conditions at the field trial application site in Sub-Saharan Africa were rather challenging (e.g., extremely high temperatures, humidity and intense rainfall). Consequently, the developed low-cost CO2 and ET flux measurement device not only provides reasonable results but might also help to democratize science and close current data gaps.This table contains the index of all tables forming this data collection.\n\nRelated datasets are listed in the metadata element 'Related Identifier'.", "formats": [{"name": "CSV"}], "keywords": ["agricultural water use", "appropriate technology", "evapotranspiration", "carbon dioxide", "water balance", "crop water use", "water-use efficiency", "opendata", "carbon balance", "open source device", "net ecosystem carbon balance", "Bodennutzung", "Ghana", "Africa", "Germany and Brandenburg"], "contacts": [{"name": "ZALF", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["publisher"], "phones": [{"value": "+49 33432 82 300"}], "emails": [{"value": "dataservice@zalf.de"}], "addresses": [{"deliveryPoint": ["Eberswalder Strasse 84"], "city": "M\u00fcncheberg", "administrativeArea": "Brandenburg", "postalCode": "15374", "country": "Germany"}], "links": [{"href": null}]}, {"name": "Reena Macagga", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0003-3407-5177", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Michael Asante", "organization": "West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Council for Scientific and Industrial Research-Savannah Agricultural Research Institute (CSIR-SARI)", 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Agricultural Research Institute (CSIR-SARI)", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Narkey Kofi Mark", "organization": "West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Council for Scientific and Industrial Research-Savannah Agricultural Research Institute (CSIR-SARI)", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Abdul-Fataw Alhassan", "organization": "West African Science Service Centre on Climate Change and 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for Agricultural Landscape Research (ZALF)", "roles": ["contributor"]}], "title_alternate": "Data collection: Part 0/9, table: Index"}, "links": [{"href": "https://maps.bonares.de/mapapps/resources/apps/bonares/index.html?lang=en&mid=a3752ecb-c5ea-4f1a-96ff-01a24180d3cb", "rel": "information"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/a3752ecb-c5ea-4f1a-96ff-01a24180d3cb", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "a3752ecb-c5ea-4f1a-96ff-01a24180d3cb", "name": "item", "description": "a3752ecb-c5ea-4f1a-96ff-01a24180d3cb", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/a3752ecb-c5ea-4f1a-96ff-01a24180d3cb"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": 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"scheme": "GEMET - INSPIRE themes, version 1.0"}, {"concepts": [{"id": "non-spatial data"}], "scheme": "individual"}], "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the ZALF Datenerfassung's research activities.\" Although every care has been taken in preparing and testing the data, the ZALF Datenerfassung and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the ZALF Datenerfassung and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The ZALF Datenerfassung and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2024-07-15", "type": "Dataset", "created": "2024-06-20", "language": "eng", "title": "A low-cost, automatic soil-plant-atmosphere enclosure system to investigate CO2 and ET flux dynamics.", "description": "Investigating greenhouse gases (GHG) and water flux dynamics within the soil-plant-atmosphere-interphase is a key for understanding ecosystem functioning, as these dynamics reflect the ecosystem\u00b4s responses to environmental changes. Understanding these responses is hence essential for developing sustainable agriculture systems that can help to adapt to global challenges such as inter-alia increased drought. Typically, an initial understanding of GHG and water flux dynamics is gained through laboratory or greenhouse pot experiments, where gas exchange is often measured using commercially available, manual closed (leaf) chamber systems. However, these systems are usually rather expensive and often labor-intensive, thus limiting the number of different treatments that can be studied and their repetitions. Here, we present a fully automatic, low-cost (1.000 Euro), multi-chamber system based on Arduino, termed \u201cgreenhouse coffins\u201d. It is designed to continuously measure canopy CO2 and ET fluxes. And it can operate in two modes: an independent and a dependent measurement mode. The independent measurement mode utilizes low-cost NDIR CO2 (K30 FR) and relative humidity (SHT31) sensors, thus making each \u201cgreenhouse coffin\u201d a fully independent measurement device. The dependent measurement mode connects multiple \u201cgreenhouse coffins\u201d via a low-cost multiplexer ( 250 Euro) to a single infrared gas analyzer (LI-850, LI-COR Inc., Lincoln, USA), allowing for measurements in series, achieving cost efficiency, while also gaining more flexibility in terms of target GHG fluxes (potential extension to N2O, CH4, stable isotopes). In both modes, CO2 and ET fluxes are determined through the respective concentration increase during closure time. We tested both modes and demonstrated that the presented system is able to deliver precise and accurate CO2 and ET flux measurements using low-cost sensors, with an emphasis on calibrating the sensors to improve measurement precision. Through connecting multiple greenhouse coffins via our low-cost Multiplexer to a single infrared gas analyzer in the dependent mode, we could show moreover that the system can efficiently measure CO2 and ET fluxes in a high temporal resolution across various treatments with both labor and cost efficiency. Therefore, the developed system offers a valuable tool for conducting greenhouse experiments, enabling comprehensive testing of plants' dynamic responses to various treatments and conditions. Related Scripts are in the Supplemental Material. 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