Latest Research in Smart Agriculture and AI

109 research papers · 2026 median publication year

Top Research Topics in Smart Agriculture and AI

Highest-Cited Papers

  1. Feasible crop reallocation under stage-specific climate stress in China
  2. Machine learning reveals divergent drivers and migrating thresholds of cropland degradation in Southern and Northern China
  3. Beyond Prediction: Data, Baselines, Explanation, and Causation in Machine Learning for Food Insecurity
  4. Spatial optimization of land use for synergizing economic development and carbon neutrality based on an efficiency-driven PLUS model
  5. Diagnosing ecosystem service mismatches through service flows and explainable AI: evidence from the Weihe River Basin, China
  6. Linking land use structure to ecosystem service enhancement potential: Implications for sustainable land management in the Poyang Lake Basin
  7. Spatiotemporal evolution and drivers of eco-environmental quality for sustainable rural tourism in China’s Yangtze River Basin: an explainable AI approach
  8. Evaluating desired outcomes of peatland management
  9. Land use transitions and tenure dynamics in Ghana's savannah: Exploring the socio-environmental nexus in West Gonja
  10. Spatiotemporal dynamics of ecosystem integrity in arid Northwest China: patterns and potential driving factors
  11. Land-Use Change, Ecosystem Services, and Ecological Security Pattern in a Mineral Resource-Based City: A Case Study of Chenzhou, China
  12. It Happened. It Is Happening Again
  13. Are restoration benefits equitably distributed across the United States?
  14. Reducing the idle times of forest machines: A scenario analysis with machine big data in Finland
  15. Green Arctic: How Global Warming is Changing the Tundra
  16. Application of Remote Sensing and Machine Learning in Sustainable Agriculture (1 citations)
  17. Spatio-Temporal Dynamics of Urban Greenery: A Comparative Analysis of Deciduous and Evergreen Performance in Pollution Abatement
  18. Topological Uncertainty and Higher-Order Interactions in Spatial Networks
  19. Multiple portraits of dry snow avalanche slopes near villages in Nunavik, Canada
  20. Long-term ecological quality dynamics and spatial associations in arid and semi-arid Northwest China using an adaptive PRSEI
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L3 Region - - 2026 Sep Q3

Smart Agriculture and AI

109 papers

Top Topics (10)

Land Use and Ecosystem Services21
Smart Agriculture and AI7
Remote Sensing in Agriculture6
Conservation, Biodiversity, and Resource Management6
Ecosystem dynamics and resilience5
Climate change impacts on agriculture3
Environmental Conservation and Management3
Peatlands and Wetlands Ecology2
Computer Vision and Pattern Recognition2
Hydrology and Sediment Transport Processes2

Top Publications (20)

1.Feasible crop reallocation under stage-specific climate stress in China2.Machine learning reveals divergent drivers and migrating thresholds of cropland degradation in Southern and Northern China3.Beyond Prediction: Data, Baselines, Explanation, and Causation in Machine Learning for Food Insecurity4.Spatial optimization of land use for synergizing economic development and carbon neutrality based on an efficiency-driven PLUS model5.Diagnosing ecosystem service mismatches through service flows and explainable AI: evidence from the Weihe River Basin, China6.Linking land use structure to ecosystem service enhancement potential: Implications for sustainable land management in the Poyang Lake Basin7.Spatiotemporal evolution and drivers of eco-environmental quality for sustainable rural tourism in China’s Yangtze River Basin: an explainable AI approach8.Evaluating desired outcomes of peatland management9.Land use transitions and tenure dynamics in Ghana's savannah: Exploring the socio-environmental nexus in West Gonja10.Spatiotemporal dynamics of ecosystem integrity in arid Northwest China: patterns and potential driving factors11.Land-Use Change, Ecosystem Services, and Ecological Security Pattern in a Mineral Resource-Based City: A Case Study of Chenzhou, China12.It Happened. It Is Happening Again13.Are restoration benefits equitably distributed across the United States?14.Reducing the idle times of forest machines: A scenario analysis with machine big data in Finland15.Green Arctic: How Global Warming is Changing the Tundra16.Application of Remote Sensing and Machine Learning in Sustainable Agriculture1c17.Spatio-Temporal Dynamics of Urban Greenery: A Comparative Analysis of Deciduous and Evergreen Performance in Pollution Abatement18.Topological Uncertainty and Higher-Order Interactions in Spatial Networks19.Multiple portraits of dry snow avalanche slopes near villages in Nunavik, Canada20.Long-term ecological quality dynamics and spatial associations in arid and semi-arid Northwest China using an adaptive PRSEI
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