Research graph
References from Machine learning reveals divergent drivers and migrating thresholds of cropland degradation in Southern and Northern China. Local targets link to admitted publications; unresolved targets remain external evidence.
An overview of land degradation, desertification and sustainable land management using GIS and remote sensing applications
10.1007/s12210-023-01155-3 · 2023 · External reference
Interactive diabetes risk prediction using explainable machine learning: a dash-based approach with SHAP
2025 · External reference
The impact of population growth on land degradation
2023 · External reference
Socioeconomic outcomes of agricultural land use change in Southeast Asia
10.1007/s13280-022-01712-4 · 2022 · External reference
Proxy global assessment of land degradation
10.1111/j.1475-2743.2008.00169.x · 2008 · External reference
How has the abolition of agricultural taxes transformed village governance in China? Evidence from agricultural regions
10.1017/s030574101400071x · 2014 · External reference
Managing nitrogen to achieve sustainable food-energy-water nexus in China
10.1038/s41467-025-60098-5 · 2025 · External reference
Urbanization in China drives farmland uphill under the constraint of the requisition–compensation balance
10.1016/j.scitotenv.2022.154895 · 2022 · External reference
Climate change, land degradation and food insecurity: linkages and potential solutions
2021 · External reference
Inferring the heterogeneous effect of urban land use on building height with causal machine learning
10.1080/15481603.2024.2321695 · 2024 · External reference
Unresolved reference
1988 · External reference
Rural Land Degradation Assessment through Remote Sensing: Current Technologies, Models, and Applications
10.3390/rs16163059 · 2024 · External reference
The land degradation and desertification-socioeconomic nexus in Egypt’s delta region: A case study on Alexandria and Beheira
10.1016/j.heliyon.2024.e31165 · 2024 · External reference
Differentiated landscape pattern transformation strategies drive territorial space carbon neutrality: a path exploration based on mixed land use units
10.1016/j.scs.2025.106865 · 2025 · External reference
Improving crop productivity and resource use efficiency to ensure food security and environmental quality in China
10.1093/jxb/err248 · 2012 · External reference
The State of the World’s Land and Water Resources for Food and Agriculture – Systems at breaking point
2021 · External reference
Globally increased cropland soil exposure to climate extremes in recent decades
10.1038/s41467-025-59544-1 · 2025 · External reference
Beware of the reversal of land degradation neutrality in China’s drylands
10.1016/j.landusepol.2025.107493 · 2025 · External reference
Dynamic Causal Patterns of Desertification
10.1641/0006-3568(2004)054[0817:dcpod]2.0.co;2 · 2004 · External reference
The impact of China’s high-standard farmland construction plan on low-carbon development in agriculture
10.1016/j.sftr.2025.100934 · 2025 · External reference
Unresolved reference
2022 · External reference
Green Modernization with Chinese Characteristics: Review and Prospect
2025 · External reference
The impact of land transfer policy on sustainable agricultural development in China
2024 · External reference
Unresolved reference
2022 · External reference
Monitoring land degradation and assessing its drivers to support sustainable development goal 15.3 in Central Asia
10.1016/j.scitotenv.2021.150868 · 2022 · External reference
A 30-meter resolution global land productivity dynamics dataset from 2013 to 2022
10.1038/s41597-025-04883-3 · 2025 · External reference
Spatial simulation of cropland abandonment risk and grain production losses in China
10.1002/ldr.70257 · 2025 · External reference
Dynamic evaluation of cropland degradation risk by combining multi-temporal remote sensing and geographical data in the Black Soil Region of Jilin Province, China
10.1016/j.apgeog.2023.102920 · 2023 · External reference
Spatio-temporal characteristics and driving factors of cultivated land change in various agricultural regions of China: a detailed analysis based on county-level data
10.1016/j.ecolind.2024.112485 · 2024 · External reference
Global de-trending significantly improves the accuracy of XGBoost-based county-level maize and soybean yield prediction in the Midwestern United States
10.1080/15481603.2024.2349341 · 2024 · External reference
Threshold response of the agricultural modernization to the open crop straw burning CO2 emission in China’s nine major agricultural zones
10.1016/j.agee.2024.109005 · 2024 · External reference
Analysis of cultivated land degradation in southern China: diagnostics, drivers, and restoration solutions
10.3389/fpls.2025.1533855 · 2025 · External reference
Agricultural development policy diffusion associated with leading cadre’s experience and expansion of protected agriculture in China. Front
2023 · External reference
Reflections on China's food security and land use policy under rapid urbanization
10.1016/j.landusepol.2021.105699 · 2021 · External reference
Understanding the impact of cultivated land-use changes on China’s grain production potential and policy implications: A perspective of non-agriculturalization, non-grainization, and marginalization
10.1016/j.jclepro.2024.140647 · 2024 · External reference
The use of multisource spatial data for determining the proliferation of stingless bees in Kenya
10.1080/15481603.2022.2049536 · 2022 · External reference
Trends, turning points, and driving forces of desertification in global arid land based on the segmental trend method and SHAP model
10.1080/15481603.2024.2367806 · 2024 · External reference
Spatial-temporal trends and driving mechanisms of land degradation sensitivity in the southern region of China
10.1016/j.ecolind.2025.113532 · 2025 · External reference
Towards sustainable land management: A regional perspective for a comprehensive Land Degradation Assessment
10.1016/j.landusepol.2025.107696 · 2025 · External reference
Spatio-temporal analysis of land use/land cover change and its effects on soil erosion (Case study in the Oplenac wine-producing area, Serbia)
10.1007/s10661-018-7025-4 · 2018 · External reference
Improvement of Mangrove Soil Carbon Stocks Estimation in North Vietnam Using Sentinel-2 Data and Machine Learning Approach
10.1080/15481603.2020.1857623 · 2021 · External reference
A unifying modelling of multiple land degradation pathways in Europe
10.1038/s41467-024-48252-x · 2024 · External reference
Global changes in soil organic carbon and implications for land degradation neutrality and climate stability
10.1016/j.envres.2021.111580 · 2021 · External reference
Analysis of spatial-temporal patterns and driving mechanisms of land desertification in China
10.1016/j.scitotenv.2023.168429 · 2024 · External reference
Global desertification: building a science for dryland development
10.1126/science.1131634 · 2007 · External reference
Assessing Land Degradation (SDG 15.3) in Latin America: Western Coast of Mexico
2023 · External reference
The factors driving land cover transitions and land degradation and the potential impacts of the proposed developments in the Isiolo dam watershed, LAPSSET corridor, Kenya
10.1007/s43621-023-00126-w · 2023 · External reference
Exploration of the utilization of a new land degradation index in Lake Ebinur Basin in China
10.1038/s41598-024-68639-6 · 2024 · External reference
Possibility of spatial estimation of soil erosion using Revised Universal Soil Loss Equation model and generalized additive model in post-hard coal mining spoil heap
10.1002/ldr.4961 · 2024 · External reference
Unresolved reference
2022 · External reference
Agricultural land systems importance for supporting food security and sustainable development goals: a systematic review
10.1016/j.scitotenv.2021.150718 · 2022 · External reference
Uniformly elevated future heat stress in China driven by spatially heterogeneous water vapor changes
10.1038/s41467-024-48895-w · 2024 · External reference
Prediction of Soil Pollution Risk Based on Machine Learning and SHAP Interpretable Models in the Nansi Lake, China
10.3390/toxics13040278 · 2025 · External reference
China’s agricultural land use change and its underlying drivers: a literature review
10.1007/s11442-021-1894-0 · 2021 · External reference
Understanding the distribution patterns and underlying mechanisms of non-grain use of cultivated land in rural China
10.1016/j.jrurstud.2024.103223 · 2024 · External reference
A framework for modelling spatio-temporal trends in crop production using generalised additive models
10.1016/j.compag.2023.108111 · 2023 · External reference
Impacts of climate change and human activities on vegetation dynamics on the Mongolian Plateau, East Asia from 2000 to 2023
10.1007/s40333-024-0082-3 · 2024 · External reference
Sustainable utilization of cultivated land resources based on “element coupling-function synergy” analytical framework: a case study of Guangdong, China
10.1016/j.landusepol.2024.107316 · 2024 · External reference
How to effectively reduce sloping farmland nutrient loss and soil erosions in the Three Gorges Reservoir area
10.1016/j.agwat.2024.109084 · 2024 · External reference
Divergent impacts of climate interventions on China’s north-south water divide
10.1038/s43247-025-02708-0 · 2025 · External reference
The relationship between farmland abandonment and urbanization processes: a case study in four chinese urban agglomerations
10.3390/land13050664 · 2024 · External reference
The neglected role of abandoned cropland in supporting both food security and climate change mitigation
10.1038/s41467-023-41837-y · 2023 · External reference
Possibility of spatial estimation of soil erosion using Revised Universal Soil Loss Equation model and generalized additive model in post-hard coal mining spoil heap
10.1002/ldr.4961 · ExternalCitation · doi-reference
Spatial simulation of cropland abandonment risk and grain production losses in China
10.1002/ldr.70257 · ExternalCitation · doi-reference
Spatio-temporal analysis of land use/land cover change and its effects on soil erosion (Case study in the Oplenac wine-producing area, Serbia)
10.1007/s10661-018-7025-4 · ExternalCitation · doi-reference
China’s agricultural land use change and its underlying drivers: a literature review
10.1007/s11442-021-1894-0 · ExternalCitation · doi-reference
An overview of land degradation, desertification and sustainable land management using GIS and remote sensing applications
10.1007/s12210-023-01155-3 · ExternalCitation · doi-reference
Socioeconomic outcomes of agricultural land use change in Southeast Asia
10.1007/s13280-022-01712-4 · ExternalCitation · doi-reference
Impacts of climate change and human activities on vegetation dynamics on the Mongolian Plateau, East Asia from 2000 to 2023
10.1007/s40333-024-0082-3 · ExternalCitation · doi-reference
The factors driving land cover transitions and land degradation and the potential impacts of the proposed developments in the Isiolo dam watershed, LAPSSET corridor, Kenya
10.1007/s43621-023-00126-w · ExternalCitation · doi-reference
Threshold response of the agricultural modernization to the open crop straw burning CO2 emission in China’s nine major agricultural zones
10.1016/j.agee.2024.109005 · ExternalCitation · doi-reference
How to effectively reduce sloping farmland nutrient loss and soil erosions in the Three Gorges Reservoir area
10.1016/j.agwat.2024.109084 · ExternalCitation · doi-reference
Dynamic evaluation of cropland degradation risk by combining multi-temporal remote sensing and geographical data in the Black Soil Region of Jilin Province, China
10.1016/j.apgeog.2023.102920 · ExternalCitation · doi-reference
A framework for modelling spatio-temporal trends in crop production using generalised additive models
10.1016/j.compag.2023.108111 · ExternalCitation · doi-reference
Spatio-temporal characteristics and driving factors of cultivated land change in various agricultural regions of China: a detailed analysis based on county-level data
10.1016/j.ecolind.2024.112485 · ExternalCitation · doi-reference
Spatial-temporal trends and driving mechanisms of land degradation sensitivity in the southern region of China
10.1016/j.ecolind.2025.113532 · ExternalCitation · doi-reference
Global changes in soil organic carbon and implications for land degradation neutrality and climate stability
10.1016/j.envres.2021.111580 · ExternalCitation · doi-reference
The land degradation and desertification-socioeconomic nexus in Egypt’s delta region: A case study on Alexandria and Beheira
10.1016/j.heliyon.2024.e31165 · ExternalCitation · doi-reference
Understanding the impact of cultivated land-use changes on China’s grain production potential and policy implications: A perspective of non-agriculturalization, non-grainization, and marginalization
10.1016/j.jclepro.2024.140647 · ExternalCitation · doi-reference
Understanding the distribution patterns and underlying mechanisms of non-grain use of cultivated land in rural China
10.1016/j.jrurstud.2024.103223 · ExternalCitation · doi-reference
Reflections on China's food security and land use policy under rapid urbanization
10.1016/j.landusepol.2021.105699 · ExternalCitation · doi-reference
Sustainable utilization of cultivated land resources based on “element coupling-function synergy” analytical framework: a case study of Guangdong, China
10.1016/j.landusepol.2024.107316 · ExternalCitation · doi-reference
Beware of the reversal of land degradation neutrality in China’s drylands
10.1016/j.landusepol.2025.107493 · ExternalCitation · doi-reference
Towards sustainable land management: A regional perspective for a comprehensive Land Degradation Assessment
10.1016/j.landusepol.2025.107696 · ExternalCitation · doi-reference
Agricultural land systems importance for supporting food security and sustainable development goals: a systematic review
10.1016/j.scitotenv.2021.150718 · ExternalCitation · doi-reference
Monitoring land degradation and assessing its drivers to support sustainable development goal 15.3 in Central Asia
10.1016/j.scitotenv.2021.150868 · ExternalCitation · doi-reference
Urbanization in China drives farmland uphill under the constraint of the requisition–compensation balance
10.1016/j.scitotenv.2022.154895 · ExternalCitation · doi-reference
Analysis of spatial-temporal patterns and driving mechanisms of land desertification in China
10.1016/j.scitotenv.2023.168429 · ExternalCitation · doi-reference
Differentiated landscape pattern transformation strategies drive territorial space carbon neutrality: a path exploration based on mixed land use units
10.1016/j.scs.2025.106865 · ExternalCitation · doi-reference
The impact of China’s high-standard farmland construction plan on low-carbon development in agriculture
10.1016/j.sftr.2025.100934 · ExternalCitation · doi-reference
How has the abolition of agricultural taxes transformed village governance in China? Evidence from agricultural regions
10.1017/s030574101400071x · ExternalCitation · doi-reference
The neglected role of abandoned cropland in supporting both food security and climate change mitigation
10.1038/s41467-023-41837-y · ExternalCitation · doi-reference
A unifying modelling of multiple land degradation pathways in Europe
10.1038/s41467-024-48252-x · ExternalCitation · doi-reference
Uniformly elevated future heat stress in China driven by spatially heterogeneous water vapor changes
10.1038/s41467-024-48895-w · ExternalCitation · doi-reference
Globally increased cropland soil exposure to climate extremes in recent decades
10.1038/s41467-025-59544-1 · ExternalCitation · doi-reference
Managing nitrogen to achieve sustainable food-energy-water nexus in China
10.1038/s41467-025-60098-5 · ExternalCitation · doi-reference
A 30-meter resolution global land productivity dynamics dataset from 2013 to 2022
10.1038/s41597-025-04883-3 · ExternalCitation · doi-reference
Exploration of the utilization of a new land degradation index in Lake Ebinur Basin in China
10.1038/s41598-024-68639-6 · ExternalCitation · doi-reference
Divergent impacts of climate interventions on China’s north-south water divide
10.1038/s43247-025-02708-0 · ExternalCitation · doi-reference
Improvement of Mangrove Soil Carbon Stocks Estimation in North Vietnam Using Sentinel-2 Data and Machine Learning Approach
10.1080/15481603.2020.1857623 · ExternalCitation · doi-reference
The use of multisource spatial data for determining the proliferation of stingless bees in Kenya
10.1080/15481603.2022.2049536 · ExternalCitation · doi-reference
Inferring the heterogeneous effect of urban land use on building height with causal machine learning
10.1080/15481603.2024.2321695 · ExternalCitation · doi-reference
Global de-trending significantly improves the accuracy of XGBoost-based county-level maize and soybean yield prediction in the Midwestern United States
10.1080/15481603.2024.2349341 · ExternalCitation · doi-reference
Trends, turning points, and driving forces of desertification in global arid land based on the segmental trend method and SHAP model
10.1080/15481603.2024.2367806 · ExternalCitation · doi-reference
Improving crop productivity and resource use efficiency to ensure food security and environmental quality in China
10.1093/jxb/err248 · ExternalCitation · doi-reference
Proxy global assessment of land degradation
10.1111/j.1475-2743.2008.00169.x · ExternalCitation · doi-reference
Global desertification: building a science for dryland development
10.1126/science.1131634 · ExternalCitation · doi-reference
Dynamic Causal Patterns of Desertification
10.1641/0006-3568(2004)054[0817:dcpod]2.0.co;2 · ExternalCitation · doi-reference
Analysis of cultivated land degradation in southern China: diagnostics, drivers, and restoration solutions
10.3389/fpls.2025.1533855 · ExternalCitation · doi-reference
The relationship between farmland abandonment and urbanization processes: a case study in four chinese urban agglomerations
10.3390/land13050664 · ExternalCitation · doi-reference
Rural Land Degradation Assessment through Remote Sensing: Current Technologies, Models, and Applications
10.3390/rs16163059 · ExternalCitation · doi-reference
Prediction of Soil Pollution Risk Based on Machine Learning and SHAP Interpretable Models in the Nansi Lake, China
10.3390/toxics13040278 · ExternalCitation · doi-reference
