Global soil erosion rate 2000-2020-0.5degree_V2

Domain:

environment and energygeospatialclimate

Record type:

datasetmodel

Creator:

KehMin

Host:

We employed the Random Forest algorithm to integrate climatic and non-climatic drivers from 2000-2020 as explanatory variables. These drivers include global meteorological factors (precipitation, temperature, potential evapotranspiration, soil moisture), leaf area index, land cover, soil physicochemical properties (particle composition, pH), and topographic features (slope, elevation). We then generated a global ER gridded dataset with a spatial resolution of 0.5°×0.5°. The 10-fold cross-validation R² and root mean square error (RMSE) values of the RF model is 0.55 and 15 t ha^-1 yr^-1, respectively.

Visit

figshare.com

Licenses

CC BY 4.0

Soil Erosion Modeling dataset

Descriptions of the soil erosion modeling dataset Introduction The "Soil Erosion Modeling dataset.

hannagetachew070421/Ethiopian-Soil-Erosion-

Ethiopian Soil Erosion Prediction Model 🇪🇹🌱 Overview This project focuses on predicting and ana

GitArtiehub/Kasungu-Soil-Erosion-Map

This map shows the soil erosion rates computed using RUSLE Model for Kasungu District in Malawi. Th

A global panel dataset of agricultural technology intensity and rural social welfare indicators, 2000–2020

This dataset describes a balanced country–year panel dataset assemb

Soil erosion and conservation in Ethiopia

This paper reviews Ethiopia’s experience and research progress in past soil and water conservation (

Joany-Hariliva/DeepLearning-Soil-Erosion-Madagascar

Deep Learning approach (PyTorch) using Sentinel-2 and SRTM data to predict soil erosion susceptibili