Latest Research in Smart Agriculture and AI

121 research papers · 2026 median publication year

Top Research Topics in Smart Agriculture and AI

Highest-Cited Papers

  1. Contrasting Local Ecosystem Water and Energy Balances with a Regional Land Surface Model in the Southeastern United States
  2. Coupled socio-ecological feedback mechanisms driving rocky desertification in karst peak-cluster depressions: a system dynamics and scenario analysis approach
  3. Machine learning and remote sensing for smallholder precision agriculture in Ethiopia
  4. Mapping and monitoring land usage changes of gum Arabic belt in armed conflict-disturbed areas to support sustainable management of the belt
  5. Large cemetery trees are vital for ecosystem services and tree-related microhabitats: A study from Karlsruhe city, southwest Germany
  6. NextStand 2.0: Regional forest landscape simulation linking human agency, complex governance, and ecosystem processes
  7. Sixty Years of the O.E. Meinzer Award: The People, Papers, and Institutions that Shaped Hydrogeology (1965‐2026)
  8. Coupling Soil Testing Data with Machine Learning Algorithms to Predict Plant Responses to Phosphorus in Sub-Saharan Africa
  9. Forecasting cocoa export volumes in Indonesia using remote sensing, climate variability, and economic indicators: A comparative modeling approach
  10. Global Afforestation Carbon Sequestration Potential Within an Integrated Environmental Protection and Sustainable Food System Framework
  11. Net carbon losses in Central African forests revealed by high-resolution biomass change maps
  12. Green Arctic: How Global Warming is Changing the Tundra
  13. An integrated remote sensing framework reveals zone-specific ecological response trajectories to open-pit mining on the Qinghai-Tibet plateau
  14. Afforestation enhances ecosystem stability in the farming-pastoral ecotone of northern China, but its effects are constrained by water availability
  15. Charting the evolution of ecohydraulics: a community perspective on skills, technology, training needs and challenges
  16. Dynamic Carbon Stock Mapping Reveals a Shift from Rapid Accumulation to Decelerating Carbon Growth After Ecological Restoration on the Loess Plateau
  17. EOS – Evolutionary Orbital Shift: Changing the Planetary Axis, Rotation, and the Path of Life
  18. EOS – Evolutionary Orbital Shift: Changing the Planetary Axis, Rotation, and the Path of Life
  19. Integrating biophysical and biochemical indicators for assessing ecosystem functional capacity using multi-source remote sensing
  20. Process-dependent wetland degradation and ecological resilience in Northeast China revealed by a zone-weighted regional wetland composite index
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L3 Region - - 2026 Sep Q3

Smart Agriculture and AI

121 papers

Top Topics (10)

Remote Sensing in Agriculture17
Smart Agriculture and AI16
Climate change impacts on agriculture13
Land Use and Ecosystem Services11
Fire effects on ecosystems8
Conservation, Biodiversity, and Resource Management4
Forest Ecology and Biodiversity Studies3
Forest Management and Policy3
Flood Risk Assessment and Management2
Origins and Evolution of Life2

Top Publications (20)

1.Contrasting Local Ecosystem Water and Energy Balances with a Regional Land Surface Model in the Southeastern United States2.Coupled socio-ecological feedback mechanisms driving rocky desertification in karst peak-cluster depressions: a system dynamics and scenario analysis approach3.Machine learning and remote sensing for smallholder precision agriculture in Ethiopia4.Mapping and monitoring land usage changes of gum Arabic belt in armed conflict-disturbed areas to support sustainable management of the belt5.Large cemetery trees are vital for ecosystem services and tree-related microhabitats: A study from Karlsruhe city, southwest Germany6.NextStand 2.0: Regional forest landscape simulation linking human agency, complex governance, and ecosystem processes7.Sixty Years of the O.E. Meinzer Award: The People, Papers, and Institutions that Shaped Hydrogeology (1965‐2026)8.Coupling Soil Testing Data with Machine Learning Algorithms to Predict Plant Responses to Phosphorus in Sub-Saharan Africa9.Forecasting cocoa export volumes in Indonesia using remote sensing, climate variability, and economic indicators: A comparative modeling approach10.Global Afforestation Carbon Sequestration Potential Within an Integrated Environmental Protection and Sustainable Food System Framework11.Net carbon losses in Central African forests revealed by high-resolution biomass change maps12.Green Arctic: How Global Warming is Changing the Tundra13.An integrated remote sensing framework reveals zone-specific ecological response trajectories to open-pit mining on the Qinghai-Tibet plateau14.Afforestation enhances ecosystem stability in the farming-pastoral ecotone of northern China, but its effects are constrained by water availability15.Charting the evolution of ecohydraulics: a community perspective on skills, technology, training needs and challenges16.Dynamic Carbon Stock Mapping Reveals a Shift from Rapid Accumulation to Decelerating Carbon Growth After Ecological Restoration on the Loess Plateau17.EOS – Evolutionary Orbital Shift: Changing the Planetary Axis, Rotation, and the Path of Life18.EOS – Evolutionary Orbital Shift: Changing the Planetary Axis, Rotation, and the Path of Life19.Integrating biophysical and biochemical indicators for assessing ecosystem functional capacity using multi-source remote sensing20.Process-dependent wetland degradation and ecological resilience in Northeast China revealed by a zone-weighted regional wetland composite index
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