Digital soil map** algorithms and covariates for soil organic carbon map** and their implications: A review
This article reviews the current research and applications of various digital soil map**
(DSM) techniques used to map Soil Organic Carbon (SOC) concentration and stocks …
(DSM) techniques used to map Soil Organic Carbon (SOC) concentration and stocks …
Machine learning in landscape ecological analysis: a review of recent approaches
Abstract Context Artificial Intelligence (AI) has rapidly developed over the past several
decades. Several related AI approaches, such as Machine Learning (ML), have been …
decades. Several related AI approaches, such as Machine Learning (ML), have been …
[HTML][HTML] SoilGrids 2.0: producing soil information for the globe with quantified spatial uncertainty
SoilGrids produces maps of soil properties for the entire globe at medium spatial resolution
(250 m cell size) using state-of-the-art machine learning methods to generate the necessary …
(250 m cell size) using state-of-the-art machine learning methods to generate the necessary …
Modelling and map** soil organic carbon stocks in Brazil
Brazil has extensive forests and savannas on deep weathered soils and plays a key role in
the discussions about carbon sequestration, but the distribution of soil organic carbon (SOC) …
the discussions about carbon sequestration, but the distribution of soil organic carbon (SOC) …
Soil organic matter in major pedogenic soil groups
Soil organic matter (SOM) accumulation is different in certain soil groups with differences in
parent material, degree of weathering and mineral composition. These differences are …
parent material, degree of weathering and mineral composition. These differences are …
Influence of soil properties, topography, and land cover on soil organic carbon and total nitrogen concentration: A case study in Qinghai-Tibet plateau based on …
The effects of topography, land cover type, and soil physicochemical properties on the
distribution of soil organic carbon (SOC) and total nitrogen (TN) have drawn growing …
distribution of soil organic carbon (SOC) and total nitrogen (TN) have drawn growing …
SoilGrids 2.0: producing quality-assessed soil information for the globe
SoilGrids produces maps of soil properties for the entire globe at medium spatial resolution
(250 metres cell size) using state-of-the-art machine learning methods to generate the …
(250 metres cell size) using state-of-the-art machine learning methods to generate the …
Assessment of the soil fertility status in Benin (West Africa)–Digital soil map** using machine learning
A soil fertility index map (SFIm) can provide key information to decision-makers in regard to
spatial planning in the context of sustainable land management. The establishment of such …
spatial planning in the context of sustainable land management. The establishment of such …