YieldVision: Model-Driven Decision Support System for Crop Yield Prediction
提出YieldVision决策支持系统，用RF、LSTM及混合模型预测作物产量并部署应用。
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浏览数字农业与前沿技术相关政策、产业动态与研究。
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Journal of Environmental Engineering and Landscape Management·9月21日 · 周一62 分 论文农业AI与大模型农业人工智能与决策模型阅读 2
Geospatial and machine learning techniques for spatiotemporal analyses of urban dynamics in the Coimbatore city, South India
基于Landsat影像与机器学习分析印度哥印拜陀市2001-2023年城市扩张及其环境效应。
Segmentation of Cactus Diseases Using Machine and Deep Learning)
该研究用随机森林和多种深度学习模型对仙人掌病害进行分割诊断，并比较性能。
Spatio-temporal analysis of Land Use and Land Cover (LULC) change using high resolution satellite data: A case study of Nagaon, Assam
利用高分辨率卫星影像分析印度阿萨姆邦纳冈地区2015-2024年土地利用/覆盖变化。
Cross-Regional Classification of Rice Cropping Systems Based on Within-Year Seasonal Composition Using Multimodal Remote-Sensing Time Series
提出多模态遥感时序框架，实现跨区域水稻种植制度八分类。
Generating Annual 10 m Land Cover Maps for 37 Chinese Metropolises Using Google Satellite Embeddings
利用谷歌卫星嵌入生成中国37个大都市2017-2024年10米年度土地覆盖图。
Integrated Remote Sensing and Time Series Analysis for Long-Term Assessment of Vegetation Resilience: Synthesizing Climatic Variables and Land-Use/Land-Cover Trajectories in Al-Ahsa Oasis, Saudi Arabia
整合41年Landsat植被指数、气候变量与LULC轨迹，评估沙特Al-Ahsa绿洲植被恢复力。
Multi-features and Fuzzy with Residual Lenet for Cotton Classification Using Remote Sensing Image
提出多特征与模糊结合残差LeNet的遥感影像棉花分类方法。
A comparative analysis on maize yield prediction using sentinel 2A and Landsat 8 satellite image in Sundarganj, Gaibandha, Bangladesh
用Sentinel 2A与Landsat 8的NDVI回归模型预测孟加拉国玉米产量并比较精度。
International Journal of Applied Earth Observation and Geoinformation·9月21日 · 周一80 分 论文遥感与农情监测农业遥感与作物表型阅读 6
Relaxing the clear-sky assumption: Cloud-tolerant spatiotemporal fusion via mask-guided feature modulation and temporal-memory collaboration
提出CloudSTF框架，利用含云影像实现高保真时空融合，突破晴空假设。
Remote sensing and geospatial modeling for the detection of war-induced land use abandonment, soil disturbance, and degradation in Sumy region of Ukraine: a systematic review
系统综述遥感与地理空间建模在乌克兰苏梅地区检测战争导致的土地弃耕、土壤扰动与退化的应用。
Demining and revitalising war-affected landscapes in Ukraine: multi-actor governance responses
分析乌克兰排雷与土地恢复的多主体治理，提出七类策略并评估数字技术应用。
Spatial and Temporal Analysis of Rice Yield Using the DSSAT Model in the Kommamuru Canal Command Area, Guntur (Dist), Andhra Pradesh, India
用DSSAT-CERES水稻模型结合Sentinel-2遥感，分析印度Guntur灌区2022-20
Temporal trend analysis and multi-temporal satellite feature integration for mango orchard acreage estimation using machine learning algorithms approach
融合多时相Sentinel-1/2与机器学习，估算印度芒果园面积并分析23年种植趋势。
Case Studies of Environmental Monitoring Based on the Integrated Use of Bioindicators and Remote Sensing
综述植物生物指示与遥感结合用于土壤污染初步筛查的七个案例，提出污染-植被-遥感逻辑。
Explainable growth stage classification of cacao (Theobroma cacao L.) leaves and key feature visualization using vision transformer and transfer learning
用ViT和迁移学习对可可叶D、E期进行可解释分类，准确率达97%。
Spatiotemporal Deep Learning for Rice Plant Height Estimation from Multi-Temporal UAV RGB Imagery
提出Rice-STNet时空深度学习框架，用多时相无人机RGB影像估算水稻株高。
An NB-IoT-Based Architecture with Spatial-Statistical Analytics for Cross-Domain Air and Water Quality Monitoring in Aquaculture and Aquatic Environments
提出NB-IoT边缘云架构，同步监测空气与水质并做跨域空间统计分析。
International Journal of Innovative Research in Engineering·9月21日 · 周一59 分 论文农业AI与大模型智慧农业 / 农业物联网阅读 3
Artificial Intelligence in Plant Disease Detection: An Introduction to Intelligent and Automated Crop Health Monitoring
综述AI在植物病害检测中的应用，涵盖图像采集到模型评估全流程及未来趋势。
TELKOMNIKA (Telecommunication Computing Electronics and Control)·9月21日 · 周一58 分 论文水资源与灌溉智慧农业 / 农业物联网阅读 5
Internet of things-based smart irrigation system using soil moisture and weather data
基于物联网与土壤湿度及天气数据，实现低成本自动灌溉决策系统。