Research has shown that carbon cycle is influenced by agricultural soils. The accurately mapping of SOC content can help to clarify the carbon sequestration capacity, quantify agroecosystem and contribute to global food security. But it is still challenging to acquire reliable SOC content datasets. The...
Shit, Pravat KumarPourghasemi, Hamid RezaGeocarto InternationalBhunia, G.S.; Kumar Shit, P.; Pourghasemi, H.R. Soil organic carbon mapping using remote sensing techniques and multivariate regression model. Geocarto Int. 2017, 1-12. [CrossRef]...
3D mapping of soil organic carbon content and soil moisture with multiple geophysical sensors and machine learningSoil organic C (SOC) and soil moisture (SM) affect the agricultural productivity of soils. For sustainable food production, knowledge of the horizontal as well as vertical variability of...
Mapping Soil Organic Carbon Concentration for Multiple Fields with Image Simi- larity Analysis. Soil Science Society of America Journal. 2008;72(1):186.Chen, F,D.E Kissel,L.T. West,W.Adkins,D.Rickman,J.C.Luvall.Mapping soil organic carbon concentration for multiple fileds with image ...
Soil organic carbon mapping using state-of-the-art machine learning algorithms and deep neural networks in dierent climatic regions of Iran Geophysical Research AbstractsTaghizadeh-Mehrjardi, RuhollahSchmidt, KarstenZeraatpisheh, MojtabaBehrens, ThorstenValavi, RoozbehScholten, Thomas...
Soil organic carbon CS: Cropping system MLR: Multiple linear regression SVM: Support vector machine RF: Random forest OK: Ordinary kriging MAP: Mean annual precipitation MAT: Mean annual temperature ST: Soil types Clay: Clay content Silt:
Mapping soil organic carbon and total nitrogen in croplands of the Corn Belt of Northeast China based on geographically weighted regression kriging modelSoil organic carbonTotal nitrogenEnvironmental variablesGeographically weighted regression krigingThe Corn Belt of Northeast China...
Mapping soil organic carbon content using spectroscopic and environmental data: A case study in acidic soils from NW Spaindoi:10.1016/j.scitotenv.2015.08.088Spatial statisticsFTIR–ATRRandom ForestPartial Least Squares RegressionIn this study we present a methodology to estimate and map the content ...
Global Soil Organic Carbon Map (GSOCmap) Technical Report. Rome. 162 pp. Google Scholar Forkuor et al., 2017 Forkuor, G., Hounkpatin, O.K.L., Welp, G., Thiel, M., 2017. High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A ...
Tidal wetlands, herein including saltmarshes, tidal freshwater wetlands, and tidally influenced forests such as mangroves, are a substantial global sink of organic carbon (C)1,2,3,4. Mapping tidal carbon stocks and fluxes is challenging, with substantial implications for ecology5, carbon markets6,...