Latest Research in Climate change impacts on agriculture

Top Research Topics in Climate change impacts on agriculture

• Remote Sensing in Agriculture — 24 papers
• Remote Sensing and LiDAR Applications — 4 papers
• Climate change impacts on agriculture — 4 papers
• Fire effects on ecosystems — 3 papers
• Synthetic Aperture Radar (SAR) Applications and Techniques — 2 papers
• Machine Learning — 2 papers
• Soil Moisture and Remote Sensing — 2 papers
• Soil and Water Nutrient Dynamics — 2 papers
• Dam Engineering and Safety — 1 papers
• Archaeological Research and Protection — 1 papers

Highest-Cited Papers

1. Post-Breach Landscape Transformation of the Former Kakhovka Reservoir Bed
2. Estimating aman and aus rice area in Bangladesh using sentinel-1 imagery and machine learning algorithms
3. Integrating PlanetScope time-series and deep learning for monitoring of shrub encroachment in semi-arid steppes
4. Vegetation canopy height retrieval in complex mountainous regions based on data calibration and CNN model
5. Evaluating the Resilience of Cold-Region Rice Varieties to Climate Variability and Change Using the BDH-Rice Model: A Case Study in the Sanjiang Plain
6. Estimating Rice Transplanting Dates and Projected Shifts under Climate Change in Japan with the Use of Sentinel‐1 Imagery and CMIP6 Scenarios
7. Estimating Small Farming Plots’ Key Crop Production at a Regional Level Utilizing Sentinel Imagery in Southern Europe
8. A knowledge-guided machine learning framework for cross-scale wheat harvest monitoring via sample augmentation
9. Mapping past forests in the Atacama Desert, Chile: A remote sensing and machine learning approach for archaeology
10. Mathematical Optimisation of Smart Irrigation Scheduling Using Climate and Soil-moisture Data: A Simulation Study for Potato Production
11. Climate change and the future of winter wheat in Iran: Insights for food and water security
12. Machine learning-based LULC mapping with AlphaEarth foundation embeddings and Sentinel-2 multitemporal features: a comparative study focusing on hazelnut ( Corylus avellana L.) orchards
13. Improving Crop-Type Mapping in Fragmented Agricultural Landscapes with Parcel Constraints and HLSS30-Derived Phenological Features
14. Combined effect of different irrigation and fertilization scenarios on wheat and barley development and their C-band radar response in a semi-arid region
15. Diagnosing GEDI Canopy Height Errors in Steep Mountainous Forests: Ground Elevation Representation and Geolocation Uncertainty
16. Direct and Indirect Interactive Effects of Climate, Topography, and Human Activities on Vegetation Dynamics in a Semi-Humid Mountainous System
17. Crop Yield Estimation with MODIS Derived Normalized Difference Vegetation Index and Comparative Study on Crop Yield Prediction Among Linear Regression, Random Forest and Gradient Boosting as Well as CatBoost
18. Winter Wheat Yield Estimations Based on Multisource Remote Sensing Parameters and the BiLSTM–CNN Model
19. Geo-XAI Reveals Wildfire Risk Driver Differences and Spatial Heterogeneity Between Drought and Non-Drought Periods in Southwest China Mountains
20. An Interpretable BO-TCBDA Deep Learning Framework for Winter Wheat Yield Estimation Using Multi-Source Remote Sensing Data