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remote sensing

GeneTech 知识引擎共收录 1704 篇相关科研实体，横跨 29 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• Precision Agriculture Through Spectral Signatures: An Integrated Evalaution of NDVI, EVI, GCI AND NDWI for Stress Detection
  2026 · 智慧农业 · Crop health monitoring is an essential element of sustainable food security and agriculture. Conventional field-based methods of monitoring tend to be slow and spatially limited, therefore scalable, efficient alternative…
• Data for: A hybrid biophysical-machine learning framework for diurnal surface energy flux estimation using proximal sensing
  2026 · 智慧农业 · Thermal-based remote sensing of surface energy fluxes has traditionally relied on high spatial resolution satellite data with revisit frequencies on the order of weeks. In this study, we evaluate a biophysics-based analy…
• Data for: A hybrid biophysical-machine learning framework for diurnal surface energy flux estimation using proximal sensing
  2026 · 智慧农业 · Thermal-based remote sensing of surface energy fluxes has traditionally relied on high spatial resolution satellite data with revisit frequencies on the order of weeks. In this study, we evaluate a biophysics-based analy…
• Remote Sensing for Precision Agriculture: Optimizing Fertilizer Use through Nutrient Mapping
  2026 · 智慧农业 · Efficient use of fertilizers is of utmost importance in sustainable agriculture, as it leads to higher crop yields and limits environmental pollution. Fertilizer application in the traditional way usually overapplies or …
• Soil moisture mapping using radio signal strength and gaussian process regression
  2026 · 智慧农业 · Abstract Background Soil moisture is a key variable in precision agriculture, affecting irrigation management, crop productivity, and water-use efficiency. However, field-scale soil moisture monitoring remains challengin…
• Integrating soil and canopy sensing to map and relate variability in tart cherry orchards
  2026 · 智慧农业 · Abstract Purpose Evaluate how soil and canopy sensing can map within-block variability in tart cherry orchards and identify indicators robust enough for repeatable management decisions. Methods Soil apparent electrical c…
• Spatial Analysis of pH and Salinity in Agricultural Soils in the Province of Pastaza Using Geographic Information Systems (GIS)
  2026 · 智慧农业 · This repository contains the raw primary data (.csv) supporting the research article "Spatial Analysis of pH and Salinity in Agricultural Soils in the Province of Pastaza Using Geographic Information Systems (GIS)". The …
• Spatial Analysis of pH and Salinity in Agricultural Soils in the Province of Pastaza Using Geographic Information Systems (GIS)
  2026 · 智慧农业 · This repository contains the raw primary data (.csv) supporting the research article "Spatial Analysis of pH and Salinity in Agricultural Soils in the Province of Pastaza Using Geographic Information Systems (GIS)". The …
• [Supplementary Material] Detecting Hurricane-Induced Fallen Pecan Trees: A Novel UAV-Based Deep Learning Approach
  2026 · 智慧农业 · Hurricane events strongly affect the pecan crop by uprooting and lodging trees. Additionally, current fallen-tree monitoring relies on manual field surveys, which are invasive, time-consuming, and costly, constraining ti…
• [Supplementary Material] Detecting Hurricane-Induced Fallen Pecan Trees: A Novel UAV-Based Deep Learning Approach
  2026 · 智慧农业 · Hurricane events strongly affect the pecan crop by uprooting and lodging trees. Additionally, current fallen-tree monitoring relies on manual field surveys, which are invasive, time-consuming, and costly, constraining ti…
• Raster Reflectance Extraction from Orthomosaics in R
  2026 · 智慧农业 · This R script provides a workflow for extracting spectral reflectance values from orthomosaics (raster files) at specific ground sampling points defined in UTM coordinates. The script loads a multi‑band orthomosaic, conv…
• Raster Reflectance Extraction from Orthomosaics in R
  2026 · 智慧农业 · This R script provides a workflow for extracting spectral reflectance values from orthomosaics (raster files) at specific ground sampling points defined in UTM coordinates. The script loads a multi‑band orthomosaic, conv…
• Soil Moisture-Based Intelligent Irrigation System with IoT and Cloud Computing for Precision Agriculture and Water Conservation
  2026 · 智慧农业 · The modern global trend towards sustainable agricultures and efficient water resources management enforces smart irrigation systems. This study presents Soil Moisture-Based Intelligent Irrigation System based on loT sens…
• Precision Agriculture Through IoT: Soil and Water Quality Monitoring and Crop Fertilization Guidance
  2026 · 智慧农业 · Agriculture requires the management of soil and water to increase yield and productivity with minimal environmental impact. Formers lack real time data like pH, moisture, and nutrients leads to improper irrigation and us…
• Precision Crop Farming Framework for Small-Scale Rainfed Agriculture Using UAV RGB High-Resolution Imagery
  2025 · 智慧农业 · This paper presents a precision crop farming framework developed for small-scale rainfed agriculture using unmanned aerial vehicle (UAV) red, green, and blue (RGB) high-resolution imagery. The aim is to enhance farm mana…
• Detecting spatial variation in wild blueberry water stress using UAV-borne thermal imagery: distinct temporal and reference temperature effects
  2025 · 智慧农业 · The use of thermal-based crop water stress index (CWSI) has been studied in many crops in semi-arid regions and found as an effective method in detecting real-time crop water status of commercial fields remotely and non-…
• Dynamic approaches to precision irrigation of cotton
  2025 · 智慧农业 · Abstract Purpose Zones for spatial irrigation management are often assumed to be static, dictated by non- or slowly-changing parameters, including elevation and slope, soil depth, texture and hydraulic properties, and ot…
• Factors influencing random forest soil volumetric water content predictions within a turfgrass field
  2025 · 智慧农业 · Irrigation of turfgrass in semi-arid regions consumes much freshwater and up to 50% of applications are wasted through spatial and temporal mis-applications. More efficient spatial applications are possible with valve-in…
• Collaboration between aerial and ground robots for weed detection and removal
  2025 · 智慧农业 · This paper presents an approach towards the collaboration between aerial and ground robots or autonomous unmanned aerial vehicles (UAVs) and unmanned ground vehicles (UGVs) for weed detection and removal. A UAV equipped …
• Bayesian yield mapping and uncertainty analysis in vineyards using remote sensing data and grape harvester tracking
  2025 · 智慧农业 · Yield mapping in viticulture is crucial for optimizing vineyard management. However, it remains constrained by limited yield monitoring sensors on grape harvesters and traditional remote sensing methods, which provide de…
• Stability maps using historical NDVI images on durum wheat to understand the causes of spatial variability
  2025 · 智慧农业 · Durum wheat (Triticum durum Desf.) yield should be maximized to meet the growing global demand for pasta production. Precision agriculture (PA) could play a pivotal role in reaching this goal by correctly defining manage…
• Improving harvester yield maps postprocessing leveraging remote sensing data in rice crop
  2025 · 智慧农业 · Abstract Precision Agriculture relies significantly on yield data obtained from combine harvesters, which constitutes a pivotal tool for optimizing crop productivity. Despite its potential, challenges in data accuracy pe…
• On-farm experiment to evaluate the yield and quality of smart-irrigated processing tomato
  2025 · 智慧农业 · Processing tomato (Solanum lycopersicum L.) yield is threatened by soil water availability. This study used an on-farm experiment in Northern Italy over two years (2023–2024) to test the potential irrigation water ration…
• N balance and satellite-based monitoring of selected winter wheat fields in a nitrate vulnerable zone in Switzerland
  2025 · 智慧农业 · The study was carried out in a nitrate vulnerable zone in central Switzerland. The focus was set on fertilizer application methods and the use of satellite-based remote sensing to monitor crop growth and nitrogen (N) bal…
• Crude protein as indicator of pasture productivity and quality: Validation of two proximal sensors
  2025 · 智慧农业 · This study evaluated two complementary proximal sensors (Rising Plate Meter, RPM and active optical sensor, AOS) to obtain a global indicator of pasture quality and productivity, the crude protein, CP (expressed in kg/ha…
• Enhancing potato yield estimation using vegetative indices, SAR imagery, and terrain data
  2025 · 智慧农业 · Having an accurate potato yield estimation is of the upmost importance to help improve the agronomic management of plots. The aim of this study was to analyse the relationship between synthetic aperture radar (SAR) image…
• Optimizing variable N application to living grass coverage estimated in late autumn or early spring
  2025 · 智慧农业 · A field experiment was conducted in 2022–2023 and repeated in 2023–2024, estimating plant coverages using digital processing of autumn and spring aerial images to determine fertilizer rates. Three fixed and two variable …
• Delineation of management zones in clover-grass for site-specific management of subsequent crops
  2025 · 智慧农业 · Abstract Modern agriculture faces the challenges of food security with increasing world population and the need to protect natural resources. Organic farming is known as more environmentally friendly, but has a deficit o…
• Digital mapping of selected soil health indicators from the root zone and their relationship with rainfed corn yield in Texas vertisols
  2025 · 智慧农业 · Abstract Assessment of spatial variability of soil health indicators (SHI) from the root zone, not just the topsoil, is crucial for precise farm management decisions. We predicted the spatial distribution of soil organic…
• Cauliflower centre detection and 3-dimensional tracking for robotic intrarow weeding
  2025 · 智慧农业 · Mechanical weeding is an important part of integrated weed management. It destroys weeds between (interrow) and in (intrarow) crop rows. Preventing crop damage requires precise detection and tracking of the plants. In th…
• A Spatially Comprehensive Water Balance Model for Starch Potato from Combining Multispectral Ground Station and Remote Sensing Data in Precision Agriculture
  2025 · 智慧农业 · The measurement of available water for agricultural plants is a crucial parameter for farmers, particularly to plan irrigation. However, an area-wide measurement is often not trivial as there are several inputs and outpu…
• Precision Detection of Small Brown Planthoppers in Agriculture via YOLOv8 Fine-Tuning
  2025 · 智慧农业 · The research evaluates the quality of the YOLOv8 architecture in terms of its efficiency in the fine-tuning scenario when it comes to detecting small objects, and the Brown Planthopper (BPH) in a farming setting will be …
• Hyperspectral classification of tree species for precision water management in Mediterranean agriculture
  2025 · 智慧农业 · Effective agricultural water management relies on innovative tools like remote sensing to assess irrigation needs at basin scales. This study, part of the WAter DIgital Twin (WADIT) project, aims to support water balance…
• Estimating yields, using a combination of remote sensing and a simple crop model
  2025 · 智慧农业 · Grain yields and their variability impact agronomic management decisions, yet accurate yield maps of multiple seasons in a comparable format are often unavailable at farm level. While crop growth models could estimate si…
• Application maps in precision agriculture – grassland production management in Poland
  2025 · 智慧农业 · This article discusses the topic of the use of application maps in precision agriculture (PA), particularly in the context of grassland management, which accounts for over 21% of utilised agricultural area (UAA) in Polan…
• Transfer learning for plant disease detection model based on low-altitude UAV remote sensing
  2024 · 智慧农业 · The global attention to the utilization of unmanned aerial vehicle remote sensing drones in crop disease-wide detection has led to the urgent need to find an adapted model for different environmental conditions. Therefor…
• Selecting the optimum locations for soil investigations
  2024 · 智慧农业 · A site selection algorithm has been developed/optimised, that identifies measurement sites which are spatially representative of the entire survey area as well as suitable from a statistical point of view. Electrical con…
• Advances in monitoring vineyard with multiscale and multiplatform data for precision agriculture systems
  2024 · 智慧农业 · Within a vineyard, the variation in plant water status is intricately tied to the spatial variability of the soil, where the physical attributes of the soil govern the processes shaping the soil water balance. As the soi…
• Digital soil mapping for precision agriculture using multitemporal Sentinel-2 images of bare ground
  2024 · 智慧农业 · High-detail soil mapping is fundamental to apply precision agriculture approaches. Although, soil maps are available in many countries at a regional scale for land planning purposes, there is a need to increase the detai…
• On crop yield modelling, predicting, and forecasting and addressing the common issues in published studies
  2024 · 智慧农业 · Abstract There has been a recent surge in the number of studies that aim to model crop yield using data-driven approaches. This has largely come about due to the increasing amounts of remote sensing (e.g. satellite image…
• Hyperspectral image feature extraction and classification for soil nutrient mapping
  2024 · 智慧农业 · Aerial hyperspectral images were used for soil nutrient mapping and the image processing results were compared with the conventional field grid sampling and interpolation methods. A spatial low pass filter was applied to…
• Smart Agriculture: IoT and Deep Learning for Precision Crop Management
  2024 · 智慧农业 · Pakistan is an agricultural country, and an exporter of crops in many countries. The crop production is an important factor to earn revenue for the country. But the agriculture of Pakistan is still not revolutionized and…
• An Advanced Application of UAV – Drone Technologies in Precision Agriculture for Seed Dropping, Fertilizers and Pesticides Spraying and Field Monitoring
  2024 · 智慧农业 · In precision agriculture, too much advancement has been made to boost crop output. Almost 70% of rural residents in nations like India depend mostly on agriculture for their income. Sensors and the Internet of Things are…
• Remote Sensing for Precision Agriculture
  2024 · 智慧农业 · Research applications of remote sensing in precision agriculture are numerous, and include techniques for detecting water stress, nitrogen stress, weed infestations, fungal disease, and insect damage. Significant advance…
• Assessing plant traits derived from Sentinel-2 to characterize leaf nitrogen variability in almond orchards: modeling and validation with airborne hyperspectral imagery
  2024 · 智慧农业 · INTRODUCTION: Optimizing fruit quality and yield in agriculture requires accurately monitoring leaf nitrogen (N) status spatially and temporally throughout the growing season. Standard remote sensing approaches for asses…
• Predicting on-farm soybean yield variability using texture measures on Sentinel-2 image
  2024 · 智慧农业 · Yield forecasting and within-field yield variation is essential information that helps farmers develop sustainable agriculture. However, such information still needs to be included for most of them, and remote sensing is…
• Evaluation of fertiliser spreading strategies
  2024 · 智慧农业 · The added value using crop status information from adjacent tramlines in fertiliser spreading was investigated for both a centrifugal and pneumatic spreader. For this purpose, a simulation model for virtual fertiliser sp…
• Performance Evaluation of Manual Seeder Machine for Precision Farming
  2024 · 智慧农业 · Proper placement of seeds in the field is the most important operation to obtain an optimum yield of the crop. In India, about 75% of the landholders are small and have marginal land-holding capacity. Considering the lim…
• A Cutting-Edge Precision Agriculture Technology to Support the Sustainable Oil Palm Industry
  2024 · 智慧农业 · Abstract One of the most important factors in attaining sustainability in oil palm plantations is proper production input management in accordance with Good Agronomic Practices. For controlling plant disease and fertiliz…
• Integrating Remote Sensing and GIS for Precision Agriculture: Leveraging Google Earth Engine for Enhanced Agricultural Management
  2024 · 智慧农业 · Abstract This study aims to develop a plant health monitoring platform using Google Earth Engine and Sentinel-2 satellite imagery. This platform enables real-time and accurate monitoring of plant conditions in Ponorogo R…
• SOME POSSIBILITIES OF THE AERIAL DRONES USE IN PRECISION AGRICULTURE – A REVIEW
  2024 · 智慧农业 · Precision agriculture, together with remote sensing and vegetation indices, represents a modern correlation that maximizes efficiency and sustainability in farmland management, contributing to more efficient and responsi…
• A new method for satellite-based remote sensing analysis of plant-specific biomass yield patterns for precision farming applications
  2024 · 智慧农业 · Abstract This study describes a new method for satellite-based remote sensing analysis of plant-specific biomass yield patterns for precision farming applications. The relative biomass potential (rel. BMP) serves as an i…
• Mapping grape production parameters with low-cost vehicle tracking devices
  2024 · 智慧农业 · This study presents a method based on retrofitted low-cost and easy to implement tracking devices, used to monitor the whole harvesting process in viticulture, to map yield and harvest quality parameters in viticulture. …
• Individual plant care in cropping systems
  2024 · 智慧农业 · Individual plant care cropping systems, embodied in precision farming, may lead to new opportunities in agricultural crop management. The objective of the project was to provide high accuracy seed position mapping of a f…
• Accuracy of Various Sampling Techniques for Precision Agriculture: A Case Study in Brazil
  2024 · 智慧农业 · Precision agriculture techniques contribute to optimizing the use of agricultural inputs, as they consider the spatial and temporal variability in the production factors. Prescription maps of limestone and fertilizers at…
• Portable shifted excitation Raman difference spectroscopy for agri-photonics: from on-site precision agriculture to smart farming
  2024 · 智慧农业 · Portable Shifted Excitation Raman Difference Spectroscopy (SERDS) using two excitation wavelengths around 785 nm is applied for selected applications in the field of agri-photonics. In the presence of daylight and laser-…
• Geostatistical analysis of soil properties and corn quality
  2024 · 智慧农业 · This study used geostatistical methods to examine the spatial structures of soil properties and corn quality parameters for the year 2000 in an Eastern Illinois corn field. It was found that soil properties were either s…
• GVIS - Ground-operated Visible/Near-Infrared Imaging Spectrometer
  2024 · 智慧农业 · The condition of vegetation can be analyzed by using hyperspectral sensors. To cover large areas and to obtain spatial coverage, it is necessary to use an imaging system. The ‘Ground-operated Visible/Near-Infrared Imagin…
• Advancing Cassava Age Estimation in Precision Agriculture: Strategic Application of the BRAH Algorithm
  2024 · 智慧农业 · Cassava crop age estimation is crucial for optimizing irrigation, fertilization, and pest management, which are key components of precision agriculture. Accurate knowledge of crop age allows for effective resource applic…
• An algorithm for automatic detection and elimination of defective yield data
  2024 · 智慧农业 · Yield measurement systems are not only extensively used to collect yield data in academic and industrial research projects but they are also becoming common in crop production. Yield sensors on combine harvesters are ope…

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