Latest Research in Fire effects on ecosystems

85 research papers · 2026 median publication year

Top Research Topics in Fire effects on ecosystems

Highest-Cited Papers

  1. EH-SWADS: energy-harvesting smart weather-aware drone sink for agricultural WSNs
  2. Benchmarking Auto‐Regressive Spatio‐Temporal Predictions of Wildfire Spread From the FireBench Simulation Data Set With a Machine Learning Competition
  3. Modeling the potential of green roofs and improved green roof systems for urban flood mitigation in Chandigarh, India
  4. DirPA: Addressing prior shift in imbalanced few-shot crop-type classification
  5. Dampened Diurnal Cycles of Hot‐Wet Extremes in Urban Areas Contrast With Thermally Driven Daytime Stress in Rural Landscapes of Beijing‐Tianjin‐Hebei Region
  6. WFDroneBench: A Benchmark for Sensor Placement and Drone Routing for Wildfire Detection
  7. Integrating multi-criteria models into geospatial regression to explore spatially varying flood risk
  8. Inundation risk in North China’s coastal gateway amid land subsidence, sea-level rise and coastal defense initiatives
  9. Attribution estimates for similar extremes are robust across event definitions
  10. Mapping malaria risk zones using GIS-based multi-criteria evaluation in Ilu Aba Bora Zone, Western Ethiopia
  11. A GIS-Based Scenario-Driven Framework for Multi-Hazard Flood Risk Assessment: Evidence from Aveiro, Portugal
  12. Interpretable Patch-Based Deep Learning for Wildfire Spread Prediction from Ensemble Simulations
  13. Towards Acoustic Bioindicator Integration in AI-Based Wildfire Monitoring: A Systematic Review
  14. Urban waterlogging hazard and sponge city mitigation in the lower Bahe River Basin, Xi'an: A complementary MIKE–HEC-RAS assessment in a semi-arid to semi-humid transitional zone
  15. An Embedded Multi-Sensor IoT Platform for Agricultural Monitoring Using Meshtastic-Based LoRa Communication and Cloud Microservices
  16. Modular Deep Learning Mechanisms for Auditable Next-Day Wildfire Spread Prediction
  17. Flood Risk Assessment and Environmental Change Analysis Using GIS and Remote Sensing
  18. Deep learning-based forest disturbance detection for Europe using Landsat time series
  19. Climate Risk Prediction System
  20. Integrating Spatial Dependence into Machine Learning to Quantify the Impacts of 2D/3D Built Environment Features on Fire Risk
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L3 Region - - 2026 Sep Q3

Fire effects on ecosystems

85 papers

Top Topics (10)

Flood Risk Assessment and Management18
Fire effects on ecosystems6
Urban Stormwater Management Solutions5
Water Systems and Optimization5
Urban Heat Island Mitigation4
Water resources management and optimization4
Machine Learning3
Tropical and Extratropical Cyclones Research2
Climate variability and models2
Remote Sensing in Agriculture2

Top Publications (20)

1.EH-SWADS: energy-harvesting smart weather-aware drone sink for agricultural WSNs2.Benchmarking Auto‐Regressive Spatio‐Temporal Predictions of Wildfire Spread From the FireBench Simulation Data Set With a Machine Learning Competition3.Modeling the potential of green roofs and improved green roof systems for urban flood mitigation in Chandigarh, India4.DirPA: Addressing prior shift in imbalanced few-shot crop-type classification5.Dampened Diurnal Cycles of Hot‐Wet Extremes in Urban Areas Contrast With Thermally Driven Daytime Stress in Rural Landscapes of Beijing‐Tianjin‐Hebei Region6.WFDroneBench: A Benchmark for Sensor Placement and Drone Routing for Wildfire Detection7.Integrating multi-criteria models into geospatial regression to explore spatially varying flood risk8.Inundation risk in North China’s coastal gateway amid land subsidence, sea-level rise and coastal defense initiatives9.Attribution estimates for similar extremes are robust across event definitions10.Mapping malaria risk zones using GIS-based multi-criteria evaluation in Ilu Aba Bora Zone, Western Ethiopia11.A GIS-Based Scenario-Driven Framework for Multi-Hazard Flood Risk Assessment: Evidence from Aveiro, Portugal12.Interpretable Patch-Based Deep Learning for Wildfire Spread Prediction from Ensemble Simulations13.Towards Acoustic Bioindicator Integration in AI-Based Wildfire Monitoring: A Systematic Review14.Urban waterlogging hazard and sponge city mitigation in the lower Bahe River Basin, Xi'an: A complementary MIKE–HEC-RAS assessment in a semi-arid to semi-humid transitional zone15.An Embedded Multi-Sensor IoT Platform for Agricultural Monitoring Using Meshtastic-Based LoRa Communication and Cloud Microservices16.Modular Deep Learning Mechanisms for Auditable Next-Day Wildfire Spread Prediction17.Flood Risk Assessment and Environmental Change Analysis Using GIS and Remote Sensing18.Deep learning-based forest disturbance detection for Europe using Landsat time series19.Climate Risk Prediction System20.Integrating Spatial Dependence into Machine Learning to Quantify the Impacts of 2D/3D Built Environment Features on Fire Risk
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