New quality productive forces-empowered neutrosophic group decision-making approach for engineering cost risk assessment: evidence from farmland water conservancy projects
提出SVNN-LogTODIM方法，用于农田水利工程成本风险的群体决策评估。
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1341 篇内容
REMOTE SENSING AND GIS-BASED ASSESSMENT OF SOIL SALINITY IN IRRIGATED LANDS: METHODS, CHALLENGES AND PROSPECTS FOR PRECISION AGRICULTURE
综述遥感与GIS评估灌溉地土壤盐渍化的方法、挑战与前景，并提出空间显式评估框架。
ASSESSING THE GEOECOLOGICAL IMPACT OF LARGE HYDRAULIC STRUCTURES IN ARID REGIONS USING REMOTE SENSING AND GIS TECHNOLOGIES (A CASE STUDY OF THE CENTRAL FERGANA RESERVOIR)
用遥感和GIS评估费尔干纳中部水库对周边农业景观的生态影响。
Kernel-Driven Model Correction of Thermal Directionality: Pixel-Level Analysis Using Airborne Multi-Angular Observations
基于机载多角度热红外数据，在像素尺度评估核驱动模型并简化，以校正地表温度方向性效应。
Mapping Soil Salinity in Arid Agricultural Regions Using Multi-Source Remote Sensing and a Long-Range Dependency-Enhanced Deep Learning Framework
提出LRD-Net深度学习框架，融合多源遥感与环境协变量，估算新疆干旱绿洲区土壤盐分。
Geospatial Dynamics of Urban Sprawl and Agricultural Land Loss in the Faiyum, Egypt: Scenario Modeling for Sustainable Land Management
基于遥感与GIS分析埃及法尤姆市2007-2023年城市扩张，并模拟未来农地流失情景。
Remote sensing characterisation of agricultural and water use practices in salinity affected canal commands in the Indus Basin Irrigated System (IBIS)
Remote sensing characterisation of agricultural and water use practices in salinity affected canal commands in the Indus Basin Irrigated System (IBIS)。CSIRO
Unmanned aerial vehicle time‐series phenotyping illuminates genotype‐specific responses to off‐target dicamba exposure in soybean
用无人机多光谱时序表型量化非转基因大豆受除草剂飘移药害的基因型差异。
Adaptive Reinforcement Learning Models for Autonomous Resource Optimization
综述自适应强化学习在动态不确定环境下自主资源优化的框架、方法与应用。
Translating the Visual Language of Jinshan Peasant Painting into Narrative Illustrations of "New Farmers": A Design Transformation Study
将金山农民画视觉语言转化为新农人叙事插画，探索传统民艺当代设计转化。
Deep learning-based estimation of Kent mango yield by commercial export category under real field conditions in northern Peru
开发深度学习模型在真实田间条件下检测并分类肯特芒果为三个出口等级，实现产量估计。
Effects of within-season temporal aggregation of weather variables on performance and interpretability in rice yield machine learning models
评估生长季内天气变量时间聚合粒度对水稻产量机器学习模型预测与可解释性的影响。
International Journal of Creative and Open Research in Engineering and Management·10月14日 · 周三48 分 论文农业AI与大模型智慧农业 / 农业物联网阅读 2
Smart Crop Advisory System
构建基于AI/ML的Web农业决策支持平台，为农民提供作物推荐、病害检测、天气与市场价格等服务。
Advances in micro-irrigation and supplementary irrigation in millets of dryland ecosystems
综述旱地微灌与补充灌溉提升小米产量与水分利用效率的研究进展。
Hierarchical cross-modal spatiotemporal attention network for crop yield prediction in complex Himalayan agroecosystems
提出分层跨模态时空注意力网络HCM-STAN，融合多源农业数据预测喜马拉雅山区苹果产量。
Electrically Programmable Light‐Thermal Regulation With Two‐Dimensional Liquid Crystals
用二维无机液晶电控动态调节光热环境，实现智能农业光热管理。
Hybrid deep ensemble learning for crop disease prediction and climate-resilient disaster management in smart agriculture
提出混合深度集成框架，融合CNN与LSTM并引入注意力机制，实现作物病害预测与气候韧性灾害管理。
A Nightshade-SWIN Transformer-Based Framework for Enhanced Multi-Crop Plant Disease Classification
提出Nightshade-SWIN框架，用Swin Transformer提升茄科多作物叶片病害分类
Detection of mounting behavior and mounted ewes in group-housed environments using HSM-YOLO algorithm
提出HSM-YOLO算法，在群养环境下检测羊爬跨行为及被爬跨母羊，用于发情监测。
Reconstruction of within-field spatio-temporal variability from fixed and on-board proximal sensors: application to simulated leaf area data in viticulture
Reconstruction of within-field spatio-temporal variability from fixed and on-board proximal sensors: application to simulated leaf area data in viticulture。Precision Agriculture