Actual soil loss estimation dataset (ASLED)

Actual soil loss estimation dataset (ASLED) is used to estimate actual soil loss by explainable spatiotemporal modelling analysis (XSTMA). The ASLED was obtained from the West Lake Basin Soil and Water Conservation Monitoring Station in Caidian District,Wuhan City, Hubei Province, China. And the data had undergone pre-processing and statistical analysis. Specifically, the ID represents the coding for each runoff area within the monitoring station; X and Y are spatial coordinates; R is the rainfall erosion force factor; K is the soil erodibility factor; L is the slope length factor; S is the slope gradient factor; B is the vegetation cover factor; E is the engineering measure factor; T is the tillage measure factor; LOSS is the actual value of soil erosion; SUM_LOSS is the cumulative actual value of soil erosion; A is the monthly soil erosion modulus; SUM_A is the cumulative monthly soil erosion modulus.

实际土壤流失估算数据集（Actual Soil Loss Estimation Dataset，简称ASLED）可借助可解释性时空建模分析（Explainable Spatiotemporal Modelling Analysis，简称XSTMA）实现实际土壤流失估算。该数据集采集自中国湖北省武汉市蔡甸区西湖流域水土保持监测站，且已完成预处理与统计分析工作。具体而言，各字段含义如下：ID代表监测站内各径流区的编码；X与Y为空间坐标；R为降雨侵蚀力因子；K为土壤可蚀性因子；L为坡长因子；S为坡度因子；B为植被覆盖因子；E为工程措施因子；T为耕作措施因子；LOSS为实际土壤侵蚀量；SUM_LOSS为土壤侵蚀累计实际值；A为月土壤侵蚀模数；SUM_A为月土壤侵蚀累计模数。