[预印本] 智慧农业平台AI模块的边际绿色贡献模拟——两项蒙特卡洛实验证据
通过两项蒙特卡洛实验模拟智慧农业平台AI模块对农药化肥减量和灌溉节水减碳的边际绿色贡献。
资源环境与气候变化
浏览资源环境与气候变化相关政策、产业动态与研究。
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AquaCrop-derived surrogate model for crop yield response to monthly irrigation deficit
构建AquaCrop衍生的代理模型，快速映射月度灌溉亏缺与作物产量的非线性响应。
WaterFormer-MS: A multi-stream deep learning framework for surface water segmentation from satellite imagery
提出多流深度学习框架WaterFormer-MS，从Sentinel-2影像中精准分割地表水体。
Journal of Geography Environment and Earth Science International·9月24日 · 周四66 分 论文GIS与空间分析农业遥感与作物表型阅读 5
Remote Sensing and GIS in Modern Drought Assessment: Bridging Conventional Methods and Emerging Technologies
综述了从传统干旱指数到遥感、GIS及AI集成的现代干旱评估方法演进。
AI and Sustainable Agriculture Through Cost–Benefit Analysis of Smart Irrigation Systems
通过成本效益分析评估AI智能灌溉系统的经济与环境影响。
Integrating artificial intelligence in climate change and sustainable development: A comprehensive bibliometric review
用文献计量法梳理2007-2025年AI与气候变化及可持续发展交叉研究，揭示主题演化与地域失衡。
Downscaling of SMAP Soil Moisture Based on the Transformer Algorithm in Anhui Province
基于Transformer及变体融合多源卫星与地下水数据，将SMAP土壤湿度降尺度至1km日尺度。
Identifying drought-responsive candidate genes in root and shoot tissues of wheat (Triticum aestivum L.) through RNA sequencing, cluster analysis, weighted gene co-expression network analysis, and machine learning models
通过RNA-seq、WGCNA和XGBoost-SHAP分析，鉴定小麦根和茎中响应干旱的候选基因。
Integrating Climate Resilience and Digital Traceability in Regenerative Agri-Food Systems: A Scenario-Based Framework for Verifiable Sustainability Claims（再生农业食品系统整合气候韧性与数字溯源：可验证可持续性声明的情景框架）
构建情景分析、SWOT与案例研究框架，整合再生农业的气候韧性与数字溯源以验证可持续性声明。
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。
Water stress detection from plant electrophysiology: A machine learning framework for irrigation management
利用番茄电生理信号与机器学习实现水分胁迫早期在线检测。
Closed-loop autonomous scheduling of multi-level irrigation canal-gate systems using an LLM-agent framework: prompting strategies and model heterogeneity
提出LLM智能体框架实现多级灌溉渠闸系统闭环自主调度，并比较提示策略与模型异质性。
基于改进DeepLabv3+的高标准农田田间道路提取与结构指标量化框架
提出改进DeepLabv3+轻量框架，提取高标准农田田间道路并量化结构指标。
基于无人机多光谱图像和VGG21模型的小麦渍害调控效果识别方法
用无人机多光谱图像和VGG21模型识别小麦渍害调控效果。
AI-enabled UAV-based Soil Organic Carbon Mapping in Arid Environments: A Pilot Study Protocol
提出一套无人机高光谱结合AI的干旱区土壤有机碳制图标准化试点方案。
Assessing spatial suitability and climate resilience of agroforestry systems in the Indian Himalaya of Uttarakhand using remote sensing and artificial neural networks
结合遥感、GIS与人工神经网络评估印度喜马拉雅地区农林复合系统的空间适宜性与气候韧性。
Climate Change and Food Security in Africa: Harnessing Responsible AI for Sustainable Agricultural Transformation
通过定性分析25篇文献，探讨如何负责任地利用AI推动非洲气候适应型农业与粮食安全。
International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering·9月18日 · 周五72 分 论文水资源与灌溉智慧农业 / 农业物联网阅读 2
An artificial intelligence-based stacking ensemble framework for smart irrigation pump control using IoT sensor data
提出基于堆叠集成学习的灌溉泵ON/OFF预测框架，用物联网传感器数据实现智能灌溉控制。
Simulating the Impact of Land Use and Land Cover Change on Surface Air Temperature Trends in South-Central Vietnam
量化越南中南部24年土地利用/覆盖变化对气温趋势的影响。
Application of Remote Sensing and Machine Learning in Sustainable Agriculture
综述遥感与机器学习在可持续农业中的应用现状与前景。