Articles | Volume 14, issue 2
https://doi.org/10.5194/essd-14-665-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-14-665-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Rainfall erosivity mapping over mainland China based on high-density hourly rainfall records
Tianyu Yue
State Key Laboratory of Earth Surface Processes and Resource Ecology,
Faculty of Geographical Science, Beijing Normal University, Beijing, 100875,
China
Shuiqing Yin
CORRESPONDING AUTHOR
State Key Laboratory of Earth Surface Processes and Resource Ecology,
Faculty of Geographical Science, Beijing Normal University, Beijing, 100875,
China
Yun Xie
State Key Laboratory of Earth Surface Processes and Resource Ecology,
Faculty of Geographical Science, Beijing Normal University, Beijing, 100875,
China
Bofu Yu
Australian Rivers Institute, School of Engineering and Built
Environment, Griffith University, Nathan, Queensland, QLD 4111, Australia
Baoyuan Liu
State Key Laboratory of Earth Surface Processes and Resource Ecology,
Faculty of Geographical Science, Beijing Normal University, Beijing, 100875,
China
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Cited
67 citations as recorded by crossref.
- Analysis of the Asymmetric Characteristic of Extreme Rainfall Erosivity in 8 Provinces of Southern China during 1961–2020 D. Zhu et al.
- Identifying monthly rainfall erosivity patterns using hourly rainfall data across India S. Das et al.
- Effects of vegetation loss and soil erosion intensity on soil carbon dynamics across landscape position: Evidence from China’s Loess Plateau Y. Song et al.
- Structural, functional, and resilience dynamics of ecological networks in the Guangdong-Hong Kong-Macao Greater Bay Area: Impacts of climate and urbanization X. Sun et al.
- Current status and medium- and long-term variation of soil erosion by water in China H. Xu et al.
- Assessing the spatial pattern of capacity and demand for coastal protection ecosystem services in mainland China S. Lin et al.
- Distribution of soil physical and hydraulic properties between erosion and deposition topographies in five small catchments from north to south on the Loess Plateau of China Y. Yao et al.
- Soil erosion sensitivity and prediction for hilly areas of Hubei Province, China, using combined RUSLE and LSTM models Y. Ping et al.
- The Trade-Offs and Synergies of Ecosystem Services in Jiulianshan National Nature Reserve in Jiangxi Province, China J. Feng et al.
- Assessing the accuracy of large-scale rainfall erosivity estimation based on climate zones and rainfall patterns J. Li et al.
- Rapid Estimation of Soil Erosion Rate from Exhumed Roots (Xiaolong Mts, China) M. Kázmér et al.
- Disproportionate contributions and spatiotemporal patterns of extreme rainfall and erosivity events across mainland China L. Chen et al.
- Coupling and coordination of rainfall erosivity and aerosols in the Pearl River Basin under multiple shared socio-economic pathways Z. Cao et al.
- The spatiotemporal variations of global rainfall erosivity and erosive rainfall event based on half-hourly satellite rainfall data Q. Yang et al.
- A Global Review of Rainfall Erosivity Estimation: Methods, Challenges, and Way Forward M. Kumar et al.
- Deciphering sediment connectivity drivers in the loess watershed of northwestern Hebei Province using machine learning and structural equation modeling Y. Wang et al.
- Unraveling the paradox of soil erosion and conservation: Insights from China M. Xiong et al.
- Global rainfall erosivity: Observation, attribution, and projection Y. Tong et al.
- Coupling of SWAT and EPIC Models to Investigate the Mutual Feedback Relationship between Vegetation and Soil Erosion, a Case Study in the Huangfuchuan Watershed, China Z. Luo et al.
- Integrated Landslide Risk Assessment via a Landslide Susceptibility Model Based on Intelligent Optimization Algorithms X. Dai et al.
- Spatiotemporal Variations and Causes of Wind/Rainfall Erosion Climatic Erosivity in Qinghai Province, China Y. Liu et al.
- Spatial distribution and temporal trends in precipitation concentration indices over Burkina Faso from 1993 to 2023 J. Yaméogo et al.
- Soil erosion drivers in Chinese croplands R. Wo et al.
- Driving small-scale agricultural and hydrological models using globally available stochastic climate datasets that include point-scale precipitation A. Fullhart et al.
- Mapping the Spatiotemporal Evolution of Cropland-Related Soil Erosion in China over the Past Four Decades Y. Xie et al.
- Rainfall Erosivity Mapping for Tibetan Plateau Using High-Resolution Temporal and Spatial Precipitation Datasets for the Third Pole B. Yin et al.
- Machine Learning Method Application to Detect Predisposing Factors to Open-Pit Landslides: The Sijiaying Iron Mine Case Study J. Li et al.
- Spatial and temporal dynamics of rainfall erosivity in the karst region of southwest China: Interannual and seasonal changes X. Xu et al.
- Effect of fixed time interval of rainfall data on calculation of rainfall erosivity in the humid area of south China A. Tu et al.
- Ecological Risk Assessment of Geological Disasters Based on Probability-Loss Framework: A Case Study of Fujian, China L. Zong et al.
- A Chinese soil conservation dataset preventing soil water erosion from 1992 to 2019 J. Li et al.
- Assessment of desertification sensitivity using an improved MEDALUS model in Northern China N. Tan et al.
- Microbial functional shifts amplify the temperature sensitivity of soil nitrogen across the erosion-deposition continuum T. Zhang et al.
- Estimating the Soil Erosion Response to Land-Use Change Using GIS-Based RUSLE and Remote Sensing: A Case Study of Heilongjiang Province, China N. Jiang et al.
- Unravelling the future changes in rainfall erosivity over India under shared socio-economic pathways S. Das & M. Jain
- Spatiotemporal Heterogeneity of Coastal Wetland Ecosystem Services in the Yellow River Delta and Their Response to Multiple Drivers L. Yin et al.
- The possible role of fused precipitation data in detection of the spatiotemporal pattern of rainfall erosivity over the Tibetan Plateau, China Y. Chen et al.
- Estimation of rainfall erosivity on the Chinese Loess Plateau: A new combination of the ERA5 dataset and machine learning W. Dai et al.
- Evaluation of multiple time scale rainfall erosivity models: A case study of subtropical regions in Central China Y. Ping et al.
- Application of 137Cs tracer technique in floodplain deposition research in mesoscale river basins B. Liu et al.
- Gridded rainfall erosivity (2014–2022) in mainland China using 1 min precipitation data from densely distributed weather stations Y. Chen et al.
- Soil loss and sedimentation rates in a subcatchment of the Yellow river Basin in China S. Scheper et al.
- The most extreme rainfall erosivity event ever recorded in China up to 2022: the 7.20 storm in Henan Province Y. Xiao et al.
- Annual and Seasonal Characteristics of Rainfall Erosivity in the Eastern Rhodopes (Bulgaria) V. Nikolova et al.
- Regional-scale cropland gully density prediction using machine learning approach enhanced by unequal probability stratified sampling H. Liu et al.
- New gridded dataset of rainfall erosivity (1950–2020) on the Tibetan Plateau Y. Chen et al.
- Effect of minimum inter-event time for rainfall event separation on rainfall properties and rainfall erosivity in a humid area of southern China A. Tu et al.
- Erosion-induced soil heterogeneity determines the fate of plant litter carbon via divergent microbial pathways J. Shi et al.
- Assessing Temporal Trade-Offs of Ecosystem Services by Production Possibility Frontiers W. Jiang et al.
- Projections of rainfall erosivity in climate change scenarios for mainland China W. Wang et al.
- A Step Toward Rainfall Erosivity Mapping Over Türkiye Using Kriging With External Drift S. Yaldiz et al.
- Evaluation of GPM IMERG-FR Product for Computing Rainfall Erosivity for Mainland China W. Wang et al.
- Spatiotemporal Trends and Variations in Rainfall Erosivity in the East Qinling Mountains and the Environmental Impacts X. Xu
- Erosion-Driven Vertical Decoupling: Molecular Signatures of Dissolved Organic Matter and Microbial Coevolution in Subsoil Hotspots Y. Peng et al.
- Human activities accelerate recovery of gross ecosystem product following vegetation disturbances L. Chen et al.
- Future land use prediction and optimization strategy of Zhejiang Greater Bay Area coupled with ecological security multi-scenario pattern S. Bao et al.
- The Assessment of the Spatiotemporal Characteristics of Net Water Erosion and Its Driving Factors in the Yellow River Basin Z. Yin et al.
- GloRESatE: A dataset for global rainfall erosivity derived from multi-source data S. Das et al.
- Opportunity for mitigating soil loss by water erosion in cropland through crop switching and improved management in China K. Li et al.
- Can protected area networks effectively conserve ecosystem services at the landscape scale? Evidence from Wuyishan Biodiversity Priority Conservation Area, China T. Fu et al.
- Rainfall Erosivity Variations and Their Relationship with Sediment Delivery Changes in the Lancang River Basin X. Xu
- Evaluating rainfall erosivity on the Tibetan Plateau by integrating high spatiotemporal resolution gridded precipitation and gauge data B. Yin et al.
- Future changes in global rainfall erosivity: Insights from the precipitation changes Y. Chen et al.
- Status and prediction of soil erosion affected by climate change and human activity in the red-soil region of southern China J. TANG et al.
- Global assessment of storm disaster-prone areas N. Diodato et al.
- A new high-resolution global topographic factor dataset calculated based on SRTM Y. Sun et al.
- Response of gully morphology and density to the spatial and rainy-season monthly variation of rainfall at the regional scale of the Chinese Loess Plateau Y. Chen et al.
67 citations as recorded by crossref.
- Analysis of the Asymmetric Characteristic of Extreme Rainfall Erosivity in 8 Provinces of Southern China during 1961–2020 D. Zhu et al.
- Identifying monthly rainfall erosivity patterns using hourly rainfall data across India S. Das et al.
- Effects of vegetation loss and soil erosion intensity on soil carbon dynamics across landscape position: Evidence from China’s Loess Plateau Y. Song et al.
- Structural, functional, and resilience dynamics of ecological networks in the Guangdong-Hong Kong-Macao Greater Bay Area: Impacts of climate and urbanization X. Sun et al.
- Current status and medium- and long-term variation of soil erosion by water in China H. Xu et al.
- Assessing the spatial pattern of capacity and demand for coastal protection ecosystem services in mainland China S. Lin et al.
- Distribution of soil physical and hydraulic properties between erosion and deposition topographies in five small catchments from north to south on the Loess Plateau of China Y. Yao et al.
- Soil erosion sensitivity and prediction for hilly areas of Hubei Province, China, using combined RUSLE and LSTM models Y. Ping et al.
- The Trade-Offs and Synergies of Ecosystem Services in Jiulianshan National Nature Reserve in Jiangxi Province, China J. Feng et al.
- Assessing the accuracy of large-scale rainfall erosivity estimation based on climate zones and rainfall patterns J. Li et al.
- Rapid Estimation of Soil Erosion Rate from Exhumed Roots (Xiaolong Mts, China) M. Kázmér et al.
- Disproportionate contributions and spatiotemporal patterns of extreme rainfall and erosivity events across mainland China L. Chen et al.
- Coupling and coordination of rainfall erosivity and aerosols in the Pearl River Basin under multiple shared socio-economic pathways Z. Cao et al.
- The spatiotemporal variations of global rainfall erosivity and erosive rainfall event based on half-hourly satellite rainfall data Q. Yang et al.
- A Global Review of Rainfall Erosivity Estimation: Methods, Challenges, and Way Forward M. Kumar et al.
- Deciphering sediment connectivity drivers in the loess watershed of northwestern Hebei Province using machine learning and structural equation modeling Y. Wang et al.
- Unraveling the paradox of soil erosion and conservation: Insights from China M. Xiong et al.
- Global rainfall erosivity: Observation, attribution, and projection Y. Tong et al.
- Coupling of SWAT and EPIC Models to Investigate the Mutual Feedback Relationship between Vegetation and Soil Erosion, a Case Study in the Huangfuchuan Watershed, China Z. Luo et al.
- Integrated Landslide Risk Assessment via a Landslide Susceptibility Model Based on Intelligent Optimization Algorithms X. Dai et al.
- Spatiotemporal Variations and Causes of Wind/Rainfall Erosion Climatic Erosivity in Qinghai Province, China Y. Liu et al.
- Spatial distribution and temporal trends in precipitation concentration indices over Burkina Faso from 1993 to 2023 J. Yaméogo et al.
- Soil erosion drivers in Chinese croplands R. Wo et al.
- Driving small-scale agricultural and hydrological models using globally available stochastic climate datasets that include point-scale precipitation A. Fullhart et al.
- Mapping the Spatiotemporal Evolution of Cropland-Related Soil Erosion in China over the Past Four Decades Y. Xie et al.
- Rainfall Erosivity Mapping for Tibetan Plateau Using High-Resolution Temporal and Spatial Precipitation Datasets for the Third Pole B. Yin et al.
- Machine Learning Method Application to Detect Predisposing Factors to Open-Pit Landslides: The Sijiaying Iron Mine Case Study J. Li et al.
- Spatial and temporal dynamics of rainfall erosivity in the karst region of southwest China: Interannual and seasonal changes X. Xu et al.
- Effect of fixed time interval of rainfall data on calculation of rainfall erosivity in the humid area of south China A. Tu et al.
- Ecological Risk Assessment of Geological Disasters Based on Probability-Loss Framework: A Case Study of Fujian, China L. Zong et al.
- A Chinese soil conservation dataset preventing soil water erosion from 1992 to 2019 J. Li et al.
- Assessment of desertification sensitivity using an improved MEDALUS model in Northern China N. Tan et al.
- Microbial functional shifts amplify the temperature sensitivity of soil nitrogen across the erosion-deposition continuum T. Zhang et al.
- Estimating the Soil Erosion Response to Land-Use Change Using GIS-Based RUSLE and Remote Sensing: A Case Study of Heilongjiang Province, China N. Jiang et al.
- Unravelling the future changes in rainfall erosivity over India under shared socio-economic pathways S. Das & M. Jain
- Spatiotemporal Heterogeneity of Coastal Wetland Ecosystem Services in the Yellow River Delta and Their Response to Multiple Drivers L. Yin et al.
- The possible role of fused precipitation data in detection of the spatiotemporal pattern of rainfall erosivity over the Tibetan Plateau, China Y. Chen et al.
- Estimation of rainfall erosivity on the Chinese Loess Plateau: A new combination of the ERA5 dataset and machine learning W. Dai et al.
- Evaluation of multiple time scale rainfall erosivity models: A case study of subtropical regions in Central China Y. Ping et al.
- Application of 137Cs tracer technique in floodplain deposition research in mesoscale river basins B. Liu et al.
- Gridded rainfall erosivity (2014–2022) in mainland China using 1 min precipitation data from densely distributed weather stations Y. Chen et al.
- Soil loss and sedimentation rates in a subcatchment of the Yellow river Basin in China S. Scheper et al.
- The most extreme rainfall erosivity event ever recorded in China up to 2022: the 7.20 storm in Henan Province Y. Xiao et al.
- Annual and Seasonal Characteristics of Rainfall Erosivity in the Eastern Rhodopes (Bulgaria) V. Nikolova et al.
- Regional-scale cropland gully density prediction using machine learning approach enhanced by unequal probability stratified sampling H. Liu et al.
- New gridded dataset of rainfall erosivity (1950–2020) on the Tibetan Plateau Y. Chen et al.
- Effect of minimum inter-event time for rainfall event separation on rainfall properties and rainfall erosivity in a humid area of southern China A. Tu et al.
- Erosion-induced soil heterogeneity determines the fate of plant litter carbon via divergent microbial pathways J. Shi et al.
- Assessing Temporal Trade-Offs of Ecosystem Services by Production Possibility Frontiers W. Jiang et al.
- Projections of rainfall erosivity in climate change scenarios for mainland China W. Wang et al.
- A Step Toward Rainfall Erosivity Mapping Over Türkiye Using Kriging With External Drift S. Yaldiz et al.
- Evaluation of GPM IMERG-FR Product for Computing Rainfall Erosivity for Mainland China W. Wang et al.
- Spatiotemporal Trends and Variations in Rainfall Erosivity in the East Qinling Mountains and the Environmental Impacts X. Xu
- Erosion-Driven Vertical Decoupling: Molecular Signatures of Dissolved Organic Matter and Microbial Coevolution in Subsoil Hotspots Y. Peng et al.
- Human activities accelerate recovery of gross ecosystem product following vegetation disturbances L. Chen et al.
- Future land use prediction and optimization strategy of Zhejiang Greater Bay Area coupled with ecological security multi-scenario pattern S. Bao et al.
- The Assessment of the Spatiotemporal Characteristics of Net Water Erosion and Its Driving Factors in the Yellow River Basin Z. Yin et al.
- GloRESatE: A dataset for global rainfall erosivity derived from multi-source data S. Das et al.
- Opportunity for mitigating soil loss by water erosion in cropland through crop switching and improved management in China K. Li et al.
- Can protected area networks effectively conserve ecosystem services at the landscape scale? Evidence from Wuyishan Biodiversity Priority Conservation Area, China T. Fu et al.
- Rainfall Erosivity Variations and Their Relationship with Sediment Delivery Changes in the Lancang River Basin X. Xu
- Evaluating rainfall erosivity on the Tibetan Plateau by integrating high spatiotemporal resolution gridded precipitation and gauge data B. Yin et al.
- Future changes in global rainfall erosivity: Insights from the precipitation changes Y. Chen et al.
- Status and prediction of soil erosion affected by climate change and human activity in the red-soil region of southern China J. TANG et al.
- Global assessment of storm disaster-prone areas N. Diodato et al.
- A new high-resolution global topographic factor dataset calculated based on SRTM Y. Sun et al.
- Response of gully morphology and density to the spatial and rainy-season monthly variation of rainfall at the regional scale of the Chinese Loess Plateau Y. Chen et al.
Saved (final revised paper)
Latest update: 11 May 2026
Short summary
This paper provides new rainfall erosivity maps over mainland China based on hourly data from 2381 stations (available at https://doi.org/10.12275/bnu.clicia.rainfallerosivity.CN.001). The improvement from the previous work was also assessed. The improvement in the R-factor map occurred mainly in the western region, because of an increase in the number of stations and an increased temporal resolution from daily to hourly data.
This paper provides new rainfall erosivity maps over mainland China based on hourly data from...
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