Digital map** of GlobalSoilMap soil properties at a broad scale: A review
Soils are essential for supporting food production and providing ecosystem services but are
under pressure due to population growth, higher food demand, and land use competition …
under pressure due to population growth, higher food demand, and land use competition …
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 …
[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 …
Key issues in rigorous accuracy assessment of land cover products
Accuracy assessment and land cover map** have been inexorably linked throughout the
first 50 years of publication of Remote Sensing of Environment. The earliest developers of …
first 50 years of publication of Remote Sensing of Environment. The earliest developers of …
Spatial cross-validation is not the right way to evaluate map accuracy
For decades scientists have produced maps of biological, ecological and environmental
variables. These studies commonly evaluate the map accuracy through cross-validation with …
variables. These studies commonly evaluate the map accuracy through cross-validation with …
SoilGrids250m: Global gridded soil information based on machine learning
This paper describes the technical development and accuracy assessment of the most
recent and improved version of the SoilGrids system at 250m resolution (June 2016 update) …
recent and improved version of the SoilGrids system at 250m resolution (June 2016 update) …
Map** soil properties of Africa at 250 m resolution: Random forests significantly improve current predictions
80% of arable land in Africa has low soil fertility and suffers from physical soil problems.
Additionally, significant amounts of nutrients are lost every year due to unsustainable soil …
Additionally, significant amounts of nutrients are lost every year due to unsustainable soil …
SoilGrids1km—global soil information based on automated map**
Background Soils are widely recognized as a non-renewable natural resource and as
biophysical carbon sinks. As such, there is a growing requirement for global soil information …
biophysical carbon sinks. As such, there is a growing requirement for global soil information …
High-resolution digital map** of soil organic carbon and soil total nitrogen using DEM derivatives, Sentinel-1 and Sentinel-2 data based on machine learning …
Soil organic carbon (SOC) and soil total nitrogen (STN) are important indicators of soil
health and play a key role in the global carbon and nitrogen cycles. High-resolution radar …
health and play a key role in the global carbon and nitrogen cycles. High-resolution radar …
[HTML][HTML] Providing quality-assessed and standardised soil data to support global map** and modelling (WoSIS snapshot 2023)
NH Batjes, L Calisto… - Earth System Science Data, 2024 - essd.copernicus.org
Snapshots derived from the World Soil Information Service (WoSIS) are served freely to the
international community. These static datasets provide quality-assessed and standardised …
international community. These static datasets provide quality-assessed and standardised …