Certified Temporal Fusion of Artificial Intelligence Climate Analytics for Crop Failure Early Warning Under Sparse Agricultural Sensors: Error Bounds and Famine Relief Targeting
提出带误差界的时间融合框架，在稀疏传感器下用气候分析预警作物歉收。
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#遥感
A Composite Field-Evaluation Framework for Digital Agriculture Maps
A Composite Field-Evaluation Framework for Digital Agriculture Maps。Research Square
Aggregation of results of automatic classification of remote sensing data of natural objects
提出聚合多维光谱遥感自动分类结果的方法，合并相似类别为宏类。
Potential erosion risk assessment of Kanak stream basin (Sivas, Sarkisla) with the ICONA model
用ICONA模型评估土耳其Kanak流域潜在侵蚀风险并列出防治措施。
Temporal Multi-Scale Spatio-Temporal Network (TMST): Polarization–Temporal Feature Selection and Multi-Scale Spatiotemporal Fusion for Crop Mapping
提出TMST网络，融合SAR与多光谱时序数据实现作物制图。
Evaluation of Counterfactual Explanation Robustness for Computer Vision Agriculture Yield-Forecast Models Under Satellite Cloud-Mask Gaps: An Interpretability Reliability Bound for Cooperative Storage Decisions
推导卫星云掩膜缺口下反事实解释可靠性的理论界，并评估其对合作社储粮决策的影响。
Capturing Spatial Heterogeneity Using UAV-Derived Multispectral Phenotypes and Random Regression Models Improves Genetic Evaluation in Alfalfa Breeding Trials
用无人机多光谱时序表型和随机回归模型校正田间空间异质性，提升苜蓿育种遗传评估精度。
Dynamic thermal imaging for crop water stress detection across phenological stages: Enhancing irrigation scheduling precision
综述物候期对热成像CWSI阈值的影响，提出物候感知灌溉调度框架。
Growth Stage and Cultivar Influence the Interpretation of UAV-Derived NDVI for Potato Yield Assessment
研究不同品种和生育期下无人机NDVI与马铃薯产量的关系差异。
INTEGRATING IoT, REMOTE SENSING, AND ARTIFICIAL INTELLIGENCE FOR SMART IRRIGATION: A REVIEW OF ARCHITECTURES, METHODS, AND CHALLENGES
综述物联网、遥感与人工智能融合的智能灌溉系统架构、方法与挑战。
Artificial Neural Network-Based Prediction and Mapping of Elephant Corridors in West Bengal Using Geospatial and Environmental Variables
用人工神经网络结合遥感与GIS变量预测并制图西孟加拉邦大象迁徙廊道。
Estimating Evapotranspiration Using the SEBAL Model and Remote Sensing: Spatiotemporal Dynamics in Quara District, Northwest Ethiopia
Estimating Evapotranspiration Using the SEBAL Model and Remote Sensing: Spatiotemporal Dynamics in Quara District, Northwest Ethiopia。Research Square
Quantification of soil loss by using RUSLE model under different land use and land cover conditions in AKANYARU catchment in Rwanda
用RUSLE与GIS量化卢旺达Akanyaru流域四类土地利用的年土壤流失量。
A Conceptual Framework for Aquifer Delineation and Managed Aquifer Recharge in Deccan Trap Basaltic Terrain of Drought-Prone Area
提出整合多源信息的玄武岩地区含水层圈定与人工补给概念框架。
Validation of a Day-of-Year Standardized Canopy Indicator for Regional Crop Monitoring: Suitability and Decoupling Boundaries
验证了按年积日标准化的LAI Z-score冠层指标在五大农业区的适用边界。
RS-GIS Based Dss (Decision Support System) for Land evaluation and Land resource management – (case study Amol District)
构建基于RS-GIS的空间决策支持系统，评估伊朗Amol地区水稻种植适宜性。
Strengthening Flood Resilience in Data-Sparse Agricultural Regions: A Planning Approach for Coastal Guyana
提出低信息框架，为数据稀缺农业区规划洪水韧性并做初步水力设计。
Rice Yield Prediction Using Multi-Modal Regression Learning with Optimized Ensemble Models
构建多模态回归学习框架，融合气候、遥感与作物因子，实现水稻产量连续预测。
IMPLEMENTATION OF META-HEURISTIC OPTIMIZATION ALGORITHMS IN CONVOLUTIONAL NEURAL NETWORKS FOR OBJECT DETECTION AND CLASSIFICATION
综述元启发式算法嵌入CNN流程以优化目标检测与分类的研究进展。
Spatio-temporal analysis and forecasting of land use/land cover change in East Medinipur district, India using CA-Markov model
用遥感与CA-Markov模型分析印度东梅迪尼普尔2001-2021年土地利用变化并预测至2041年
Modeling the global potential of smart farming innovations
全球5公里尺度评估五类智慧农业创新在农田的盈利性与扩散潜力。
MACHINE LEARNING BASED PREDICTION OF HYDROGEOLOGICAL PARAMETERS AND GROUNDWATER POTENTIAL INDEX USING GEOSPATIAL AND BOREHOLE DATA
提出融合地理空间与钻孔数据的机器学习框架，预测水文地质参数与地下水潜力指数。
GIS and remote sensing based multicriteria analysis for identifying potential agricultural land: A case study on Savar Upazila, Bangladesh
用GIS与遥感多准则分析评估孟加拉Savar地区潜在农业用地适宜性。
Machine Learning for Drought Analysis and Forecasting: A Critical Review of Data Fusion, Extreme-Event Sensitivity, Explainability and Generalization
综述55篇文献，比较机器学习干旱监测预报在定义、数据与验证上的差异。
Synergistic Use of Multitemporal SAR and Optical Data with Random Forest Approach for Rice Mapping in Bangladesh
融合Sentinel-1 SAR与Sentinel-2光学影像，用随机森林在GEE上绘制孟加拉国Bo
Spatial divergence of climate–vegetation relationships in Florida: A 43-year multi-method analysis (1982–2024)
用多方法分析佛罗里达43年气候与植被关系，揭示空间分异。
BTSR-Net: Boundary–topology guided structural refinement for high-resolution remote sensing image segmentation
提出BTSR-Net，用边界与拓扑引导提升高分辨率遥感影像分割的结构连续性。
Identificación de índices de vegetación relacionados con componentes de rendimiento de frijol común (Phaseolus vulgaris L.) mediante el uso de sensores multiespectrales
用机载多光谱传感器评估菜豆产量构成与植被指数的关系。
Assessing Nutritional Status in Super-High-Density Olive Orchards: Integrating Diagnostic Models and NDVI-Based Remote Sensing
Assessing Nutritional Status in Super-High-Density Olive Orchards: Integrating Diagnostic Models and NDVI-Based Remote Sensing。Research Square
Integrating Time Series, Remote Sensing and Computational Intelligence for Flood Prediction in a Data-Scarce Tropical Floodplain of the Lower Magdalena River Basin, Colombia
Integrating Time Series, Remote Sensing and Computational Intelligence for Flood Prediction in a Data-Scarce Tropical Floodplain of the Lower Magdalena River Basin, Colombia。Research Square
Determination of Erosion Potential of Rioni River Basin Using GIS and RUSLE Model
用GIS和RUSLE模型评估里奥尼河流域土壤侵蚀潜力。
Spatial Modeling of Topsoil Total Carbon and Texture from Spectral Characteristics of Bare Soil Surface Images of Landsat 5/8 Using Machine Learning
用Landsat 5/8裸土光谱指数识别裸土并机器学习建模表层土壤质地与全碳。
Remote sensing of aquatic nutrients from proxy estimation to integration with process models
综述遥感估算水体氮磷的方法，及其与过程模型在多尺度上的集成。
Land-use patterns and plant community structure in the peri-urban environs of Lokoja, Kogi state, Nigeria: an integrated field and NDVI assessment, 2015 to 2025
结合野外样方与2015-2025年Landsat 8 NDVI，评估尼日利亚洛科贾城郊土地利用与植物
A multi-scale framework for identifying and validating managed aquifer recharge sites in semi-arid Kazakhstan
构建多尺度框架，结合GIS筛选与野外验证，识别哈萨克斯坦半干旱区地下水回补场地。
Archaeological Prospectivity and Terrace Morphometry Using Open Geospatial Data: A Reproducible GIS–Machine‐Learning Workflow for the Cuyes River Valley, Ecuador
用开放地理数据与随机森林构建可复现的考古潜力预测流程，识别厄瓜多尔梯田形态与分布。
Application of the SCS–CN Method Integrated with GIS and Remote Sensing for Watershed Runoff Estimation: A Review
综述GIS与遥感集成的SCS-CN法在半干旱与季风区流域径流估算的应用。
Digital twin forestry as an informatics framework integrating remote sensing ecosystem modelling and data assimilation
系统综述数字孪生林业，提出遥感与生态模型同化耦合框架。
BGDNet: a boundary-guided deformable network for accurate farmland parcel segmentation in high-resolution remote sensing imagery
提出边界引导可变形网络BGDNet，实现高分辨率遥感耕地地块精准分割。
Integrating Proximal and Remote Sensing to Improve Characterization and Mapping of Soil Organic Carbon Stocks under Contrasting Land Uses
结合近地与遥感数据及随机森林预测并制图巴西农场不同土地利用下的土壤有机碳储量。
A lightweight hybrid network with inverted residuals and state space model for remote sensing image segmentation
提出IRUM-Net混合网络，结合Mamba与CNN实现遥感图像轻量高精度语义分割。
Spatial Analysis of the Potential for Irrigation Development in the Ertis Water Management Basin Using Multi-Criteria Analysis and Remote Sensing
用遥感、GIS与AHP评估哈萨克斯坦额尔齐斯流域灌溉开发的土地适宜性。
Ta limda Istiqbolli Izlanishlar xalqaro ilmiy metodik jurnal·10月15日 · 周四49 分 论文数字农业与前沿技术智慧农业 / 农业物联网阅读 1
QISHLOQ XO‘JALIGI OLIY TA’LIM MUASSASALARIDA MAXSUS FANLARNI O‘QITISHDA “SMART AGRICULTURE” TEXNOLOGIYALARIDAN FOYDALANISH METODIKASI
研究将智慧农业技术融入农业高校专业课程教学的方法论。
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。
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。
Barley head detection using UAV imagery and YOLOv10
Barley head detection using UAV imagery and YOLOv10。Precision Agriculture
FUZZY MODELING OF SOIL SALINITY BASED ON SPECTRAL INDICATORS DERIVED FROM DIGITAL IMAGERY
基于数字影像光谱指标，用模糊集理论构建土壤盐分定量评估与制图模型。
Integrating earth observation and machine learning for forest fire risk assessment in Rasuwa district, Nepal
整合地球观测与随机森林模型评估尼泊尔Rasuwa地区森林火灾风险。
Feature-level fusion of Sentinel-1 SAR and Sentinel-2 optical imagery for crop-type mapping in humid tropical mountainous terrain
融合Sentinel-1 SAR与Sentinel-2光学特征，在印尼热带山地实现93%精度的作物类
Groundwater potential zoning in the Grande River Basin: A semi-arid region of Northeast Brazil
基于GIS与AHP为巴西Grande河流域绘制地下水潜力分区图，并识别开采压力区。
Site-Specific Precision Cover Cropping for Soil Health and Environmental Sustainability Using Remote Sensing and Multi-Criteria Analysis
利用遥感与多准则分析为南达科他州田块制定精准覆盖作物混播方案。
Advancing Micro-Ecotone Mapping Using UAV Photogrammetry and GIS
用无人机摄影测量与GIS绘制高精度水陆微型生态过渡带分布图。
Systematic vegetation index discovery for phenology-based crop mapping
系统生成并评估大量植被指数，用于基于物候的农作物分类，发现优于NDVI的指数。
Mapping the knowledge structure and evolution of artificial intelligence for water reuse and sustainable water management
对2015-2025年AI用于水回用与可持续水管理的3280篇文献做文献计量分析，梳理知识结构与演化
The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·10月12日 · 周一71 分 论文智慧农业 / 农业物联网阅读 0
Development of an Explainable GeoAI Wildfire Risk Analysis Model Using Multi-Source Geospatial Data
构建可解释GeoAI框架，融合多源地理数据评估土耳其野火风险并制图。
Multi-Source Remote Sensing Fusion and Deep Learning for Intelligent Precision Agriculture
综述多源遥感融合与深度学习在精准农业感知-决策-执行框架中的应用与趋势。
Robust site-specific radiometric calibration of PlanetScope NDVI using UAS-based reference data for precision agriculture
提出基于无人机参考数据的站点特异性辐射校准方法，提升PlanetScope NDVI精度。
Hybrid transformer and CNN for hyperspectral image classification with spectral band selection
提出结合波段选择与ViT-CNN混合框架的高光谱图像分类方法，提升小样本分类精度。
Applications of Neutrosophic Topology in the Indian Context: A Review and Emerging Research Directions
综述中智拓扑在印度多领域的应用潜力，并指出理论与实证数据脱节的局限。
3D modeling for crop applications in precision agriculture: a review
3D modeling for crop applications in precision agriculture: a review。Precision Agriculture
Mapping groundwater potential zones using GIS, remote sensing and analytical hierarchy process (AHP) in Pader and Kitgum Districts, Uganda
用GIS、遥感和AHP制图评估乌干达两区地下水潜力并验证。
Beyond site-specific archaeological prospection: Spectral-geometry reveals cross-site cropmark signals in satellite data
用Sentinel-2多光谱数据证明作物标记模型可跨遗址迁移，且迁移性由光谱几何相似性决定。
Study of Territories Using Geoinformatics and Remote Sensing Technologies: Spectral Band Combinations Based on Sentinel-2 Data (A Case Study of Parkent District)
基于Sentinel-2数据比较NIR-RED-GREEN与SWIR-NIR-GREEN波段组合，用
Scalable, cloud-native decision support system for Variable Rate Application (VRA) based on multi-year NDRE time series in arable precision agriculture
构建云原生决策支持系统，用多年NDRE时序自动生成精准农业变量施肥/播种处方图。
An African Tree Crown–Stem Allometry Dataset for Monitoring Trees Outside Forests and Landscape Restoration
构建非洲四国3493棵树的冠幅-胸径异速生长数据集，用于遥感估算森林外树木生物量。
SAMWater: a prompt-guided multimodal framework for transferable water mapping with the segment anything model
提出SAMWater，用提示引导多模态基础模型实现可迁移地表水制图。
Índices espectrales y salud ecosistémica en el monitoreo de manglares: una revisión sistemática de los enfoques de teledetección óptica
系统综述红树林光谱指数监测方法，梳理其历史演变并指出验证与不确定性等空白。
Linking NDVI to METRIC‐Based Stress‐Adjusted Crop Coefficients ( K c_adj ) for Operational Evapotranspiration Estimation Under Semiarid Conditions
建立NDVI与METRIC模型应力调整作物系数Kc_adj的关系，实现半干旱区蒸散发快速估算。
Groundwater Potential Mapping in Northwestern Nigeria: A Comparison of the Analytic Hierarchy Process and Galileo-Enhanced CAT-XGB
对比专家驱动AHP与遥感基础模型增强的CAT-XGB集成，用于尼日利亚西北部地下水潜力制图。
Geospatial Analysis of Climate-Driven Landscape Change and Urban Expansion: Assessing Human–Environment Interactions, Resource Pressure, and Sustainable Spatial Planning
基于Landsat遥感分析德里首都区2003-2023年土地利用变化、地表温度与城市扩张，评估资源压
UAV-based estimation of aboveground biomass carbon in the Sundarbans mangrove forest of Bangladesh
利用无人机冠层指标与地面数据估算孟加拉孙德尔本斯红树林地上生物量碳。
Phenology-driven multisensor unsupervised crop mapping in data-scarce irrigated agriculture: a case of Adea District in Ethiopia
基于物候与多传感器数据，在埃塞俄比亚缺数据灌区实现无监督作物制图。
Seasonal compatibility of RGB and multispectral vegetation indices in Amazon Cacao
评估RGB与多光谱植被指数在亚马逊可可园的季节性兼容性，以低成本监测替代多光谱传感器。
Evaluating OpenET evapotranspiration estimates in California vineyards: Insights from the GRAPEX experiment
评估OpenET在加州葡萄园的蒸散发估算精度，并与涡度协方差观测对比。
Desertification Assessment in the Hodna Basin, Algeria using Desertification Degree Index and Geospatial Techniques
基于Landsat 9与特征空间分析构建荒漠化程度指数，评估阿尔及利亚Hodna盆地荒漠化。
Uydu görüntüleri ile yanan orman alanının değerlendirilmesi: Çandır orman yangını örneği
利用Landsat-8和Sentinel-2影像评估2021年Çandır森林火灾过火面积。
Integrated multi-criteria decision analysis and bivariate statistical modeling for landslide susceptibility zonation in the northwestern Ethiopian highlands
用GIS与遥感结合FR和AHP模型，对埃塞俄比亚高原滑坡易发性进行分区制图与验证。
An Efficient Parcel-Center Sampling Strategy for Parcel-Scale Crop Classification Using Multiresolution Remote Sensing
提出地块中心采样策略，用单像素或局部窗口构建地块级特征，大幅加速地块尺度作物分类。
A privacy-preserving hyper-spectral remote sensing image analysis framework based on matrix outsourcing computation
提出基于矩阵外包计算的隐私保护框架，实现高光谱遥感图像安全高效分析。
Knowledge Distillation for Hybrid CNN–Vision Transformer Architectures: A Systematic Review
系统综述2015-2026年混合CNN-ViT架构的知识蒸馏方法，按迁移方向、知识类型和应用领域分类
Development of an Integrated Geoinformation System for Digital Agrochemical Services in the Aral Sea Region
为咸海地区开发集成地理信息系统，实现数字农化服务与精准施肥管理。
A hybrid DeepGR4J and regionalization framework for lake water balance assessment in data-scarce regions: Application to Lake Tana, Ethiopia
提出DeepGR4J与区域化混合框架，评估数据稀缺的埃塞俄比亚塔纳湖水量平衡。
Organic carbon sequestration potential in alluvial agricultural terraces: A case study of a lama-bordo system in Oaxaca, Mexico
估算墨西哥瓦哈卡前西班牙时期梯田系统的土壤有机碳储量。
International Journal of African Research Sustainability Studies·10月8日 · 周四0 分 论文GIS与空间分析农业遥感与作物表型阅读 0
TOPOGRAPHIC MAP AS A FUNDAMENTAL TOOL FOR PHYSICAL PLANNING AND SUSTAINABLE NATIONAL DEVELOPMENT
综述地形图作为空间规划与可持续发展基础工具的作用及现代化技术整合。
Application of Deep Learning Techniques for Vineyard Mapping and Characterization Using Multispectral UAV Imagery: A Case Study from Northern Greece
用多光谱无人机影像和深度学习实现葡萄园制图与冠层特征提取。
FUSING DEEP LEARNING AND REMOTE SENSING DATA TO ESTIMATE NON-OPTICALLY ACTIVE WATER QUALITY VARIABLES
融合深度学习与遥感及实地数据，估算湖泊非光学活性水质变量（溶解氧和pH）。
Integrating UAV-Based Remote Sensing and Deep Learning for Early Detection of Bacterial Leaf Blight in Rice
Integrating UAV-Based Remote Sensing and Deep Learning for Early Detection of Bacterial Leaf Blight in Rice。Research Square
A SwiGLU enhanced ConvNeXt framework for multispectral Sentinel-2 land use and land cover classification
提出SwiGLU增强的ConvNeXt框架，融合多光谱波段与指数集成分类Sentinel-2土地利用
Zenodo (CERN European Organization for Nuclear Research)·10月8日 · 周四64 分 论文物联网传感与边缘计算智慧农业 / 农业物联网阅读 1
INTEGRATING "SMART AGRICULTURE" TECHNOLOGIES INTO THE EDUCATIONAL PROCESS IN AGRICULTURAL EDUCATION
探讨将智慧农业技术融入高等农业教育，作为学生解决实际农艺问题的教学工具。
Precision Agriculture in Maize Production Systematic Review 2026·10月9日 · 周五74 分 论文玉米智慧农业 / 农业物联网阅读 2
玉米生产精准农业系统综述：技术、应用与产量优化（2020—2026）
系统综述2020—2026年玉米精准农业技术、应用与产量优化研究。
Geostatistical modelling of the effect of vegetation on canine visceral leishmaniasis in Camaçari, Bahia State, Northeastern Brazil using remote-sensed data
用遥感NDVI和地统计模型分析巴西犬内脏利什曼病与植被的关系。
Evaluation of risk scenarios in Ecuador using Visible Infrared Imaging Radiometer Suite remote sensing, ERA5-Land climate data, and XGBoost
结合VIIRS热异常、ERA5-Land气象数据与XGBoost，构建厄瓜多尔5公里分辨率森林火灾风
Multi-model comparison of satellite remote sensing-driven GPP models and products in a temperate deciduous forest
对比五种卫星遥感GPP模型在温带落叶林的表现，揭示季节偏差规律。
Flood susceptibility assessment using GIS and an analytical hierarchy process in Ilorin Metropolis, Kwara, Nigeria
用GIS、遥感和AHP评估尼日利亚伊洛林市洪水易发性并制图。
Assessment of bias correction techniques for satellite soil moisture data assimilation in the dry season of Southeastern South America
评估南美干旱季卫星土壤湿度同化中的偏差校正方法，提出基于均质土壤纹理和滑动窗口的改进CDF匹配。
Flood extent mapping using optical remote sensing indices: a case study of the upper Medjerda River basin (Northwestern Tunisia)
Flood extent mapping using optical remote sensing indices: a case study of the upper Medjerda River basin (Northwestern Tunisia)。Acta Geophysica
Dual‐Branch Network With Enhanced Feature Fusion for Improved Rice Classification Accuracy
提出双分支深度学习网络融合时序与辅助数据，提升亚热带水稻分类精度。