相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Deep learning applied to plant pathology: the problem of data representativeness
Jayme G. A. Barbedo
TROPICAL PLANT PATHOLOGY (2022)
Variance based fusion of VCI and TCI for efficient classification of agriculture drought using MODIS data
Anjana N. J. Kukunuri et al.
GEOCARTO INTERNATIONAL (2022)
Evaluating the navigation performance of multi-information integration based on low-end inertial sensors for precision agriculture
Quan Zhang et al.
PRECISION AGRICULTURE (2021)
Recent advances in image fusion technology in agriculture
Daoliang Li et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2021)
An overview of agriculture 4.0 development: Systematic review of descriptions, technologies, barriers, advantages, and disadvantages
Franco da Silveira et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2021)
Combined Use of Vis-NIR and XRF Sensors for Tropical Soil Fertility Analysis: Assessing Different Data Fusion Approaches
Tiago Rodrigues Tavares et al.
SENSORS (2021)
Data fusion approach for map-based variable-rate nitrogen fertilization in barley and wheat
Angela Guerrero et al.
SOIL & TILLAGE RESEARCH (2021)
Fusion of Feature Selection Methods and Regression Algorithms for Predicting the Canopy Water Content of Rice Based on Hyperspectral Data
Osama Elsherbiny et al.
AGRICULTURE-BASEL (2021)
Data fusion approach for eucalyptus trees identification
Diogo Oliveira et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2021)
Generating surface soil moisture at 30 m spatial resolution using both data fusion and machine learning toward better water resources management at the field scale
Ahmed Samir Abowarda et al.
REMOTE SENSING OF ENVIRONMENT (2021)
Processing Complex Events in Fog-Based Internet of Things Systems for Smart Agriculture
Sandy F. da Costa Bezerra et al.
SENSORS (2021)
Map-based variable-rate manure application in wheat using a data fusion approach
Jian Zhang et al.
SOIL & TILLAGE RESEARCH (2021)
UAV Data as an Alternative to Field Sampling to Monitor Vineyards Using Machine Learning Based on UAV/Sentinel-2 Data Fusion
Xixuan Zhou et al.
REMOTE SENSING (2021)
Terrain Analytics for Precision Agriculture with Automated Vehicle Sensors and Data Fusion
Wei Zhao et al.
SUSTAINABILITY (2021)
Human Activity Recognition through Recurrent Neural Networks for Human-Robot Interaction in Agriculture
Athanasios Anagnostis et al.
APPLIED SCIENCES-BASEL (2021)
Sentinel SAR-optical fusion for crop type mapping using deep learning and Google Earth Engine
Jarrett Adrian et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2021)
Novel Weight-Based Approach for Soil Moisture Content Estimation via Synthetic Aperture Radar, Multispectral and Thermal Infrared Data Fusion
Oualid Yahia et al.
SENSORS (2021)
Measurement of potentially toxic elements in the soil through NIR, MIR, and XRF spectral data fusion
Fang Li et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2021)
Data fusion of visible near-infrared and mid-infrared spectroscopy for rapid estimation of soil aggregate stability indices
Ernest Afriyie et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2021)
Artificial Intelligence and Data Fusion at the Edge
Arslan Munir et al.
IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE (2021)
Improving the spatiotemporal fusion accuracy of fractional vegetation cover in agricultural regions by combining vegetation growth models
Guofeng Tao et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2021)
Satellite-based data fusion crop type classification and mapping in Rio Grande do Sul, Brazil
Luan Pierre Pott et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2021)
Estimation of root zone soil moisture from ground and remotely sensed soil information with multisensor data fusion and automated machine learning
Ebrahim Babaeian et al.
REMOTE SENSING OF ENVIRONMENT (2021)
3D Reconstruction of Non-Rigid Plants and Sensor Data Fusion for Agriculture Phenotyping
Gustavo Scalabrini Sampaio et al.
SENSORS (2021)
Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research
Maryam Ouhami et al.
REMOTE SENSING (2021)
Actual Evapotranspiration from UAV Images: A Multi-Sensor Data Fusion Approach
Ali Mokhtari et al.
REMOTE SENSING (2021)
Feature Fusion Approach for Temporal Land Use Mapping in Complex Agricultural Areas
Lijun Wang et al.
REMOTE SENSING (2021)
Multi-Label Data Fusion to Support Agricultural Vulnerability Assessments
Ivan Dario Lopez et al.
IEEE ACCESS (2021)
A Gaussian Kernel-Based Spatiotemporal Fusion Model for Agricultural Remote Sensing Monitoring
Yonglin Shen et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2021)
Monitoring crop water content for corn and soybean fields through data fusion of MODIS and Landsat measurements in Iowa
Chenyang Xu et al.
AGRICULTURAL WATER MANAGEMENT (2020)
A semantic approach for timeseries data fusion
Argyrios Samourkasidis et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)
Soybean yield prediction from UAV using multimodal data fusion and deep learning
Maitiniyazi Maimaitijiang et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the US Corn Belt using Planet Labs CubeSat and STAIR fusion data
Hyungsuk Kimm et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Multilevel data fusion for the internet of things in smart agriculture
Andrei B. B. Torres et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)
An Acquisition Method of Agricultural Equipment Roll Angle Based on Multi-Source Information Fusion
Yang Li et al.
SENSORS (2020)
Modelling High-Resolution Actual Evapotranspiration through Sentinel-2 and Sentinel-3 Data Fusion
Radoslaw Guzinski et al.
REMOTE SENSING (2020)
Crop Monitoring Using Satellite/UAV Data Fusion and Machine Learning
Maitiniyazi Maimaitijiang et al.
REMOTE SENSING (2020)
Rapid Determination of Soil Class Based on Visible-Near Infrared, Mid-Infrared Spectroscopy and Data Fusion
Hanyi Xu et al.
REMOTE SENSING (2020)
Performance Evaluation of Autonomous Driving Control Algorithm for a Crawler-Type Agricultural Vehicle Based on Low-Cost Multi-Sensor Fusion Positioning
Joong-hee Han et al.
APPLIED SCIENCES-BASEL (2020)
Reconstruction of time series leaf area index for improving wheat yield estimates at field scales by fusion of Sentinel-2,-3 and MODIS imagery
Xijia Zhou et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)
Multiplatform-SfM and TLS Data Fusion for Monitoring Agricultural Terraces in Complex Topographic and Landcover Conditions
Sara Cucchiaro et al.
REMOTE SENSING (2020)
Fine-scale prediction of biomass and leaf nitrogen content in sugarcane using UAV LiDAR and multispectral imaging
Yuri Shendryk et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2020)
Enhanced mapping of a smallholder crop farming landscape through image fusion and model stacking
Wonga Masiza et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2020)
Fusion Approach for Remotely-Sensed Mapping of Agriculture (FARMA): A Scalable Open Source Method for Land Cover Monitoring Using Data Fusion
Nathan Thomas et al.
REMOTE SENSING (2020)
Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops
David Alejandro Jimenez-Sierra et al.
REMOTE SENSING (2020)
Evapotranspiration Partitioning at Field Scales Using TSEB and Multi-Satellite Data Fusion in The Middle Reaches of Heihe River Basin, Northwest China
Yan Li et al.
REMOTE SENSING (2020)
A Soil Environmental Quality Assessment Model Based on Data Fusion and Its Application in Hebei Province
Zheng Huo et al.
SUSTAINABILITY (2020)
Decision-level fusion of Sentinel-1 SAR and Landsat 8 OLI texture features for crop discrimination and classification: case of Masvingo, Zimbabwe
Shengbo Chen et al.
HELIYON (2020)
Map-based site-specific seeding of consumption potato production using high-resolution soil and crop data fusion
M. A. Munnaf et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)
Incremental Discovery of Imprecise Functional Dependencies
Loredana Caruccio et al.
ACM JOURNAL OF DATA AND INFORMATION QUALITY (2020)
Estimation of Surface Soil Moisture With Downscaled Land Surface Temperatures Using a Data Fusion Approach for Heterogeneous Agricultural Land
Liangliang Bai et al.
WATER RESOURCES RESEARCH (2019)
Retrieval of High Spatiotemporal Resolution Leaf Area Index with Gaussian Processes, Wireless Sensor Network, and Satellite Data Fusion
Gaofei Yin et al.
REMOTE SENSING (2019)
An Improved Spatio-Temporal Adaptive Data Fusion Algorithm for Evapotranspiration Mapping
Tong Wang et al.
REMOTE SENSING (2019)
Simultaneous measurement of multiple soil properties through proximal sensor data fusion: A case study
Wenjun Ji et al.
GEODERMA (2019)
A multi-source data fusion approach to assess spatial-temporal variability and delineate homogeneous zones: A use case in a table grape vineyard in Greece
Evangelos Anastasiou et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
Modeling Mid-Season Rice Nitrogen Uptake Using Multispectral Satellite Data
James Brinkhoff et al.
REMOTE SENSING (2019)
Retrieval of photosynthetic capability for yield gap attribution in maize via model-data fusion
Shi Hu et al.
AGRICULTURAL WATER MANAGEMENT (2019)
Evapotranspiration estimates derived using thermal-based satellite remote sensing and data fusion for irrigation management in California vineyards
Kyle R. Knipper et al.
IRRIGATION SCIENCE (2019)
Big Data in Agriculture: A Challenge for the Future
Keith H. Coble et al.
APPLIED ECONOMIC PERSPECTIVES AND POLICY (2018)
A geostatistical sensor data fusion approach for delineating homogeneous management zones in Precision Agriculture
A. Castrignano et al.
CATENA (2018)
Deep learning in agriculture: A survey
Andreas Kamilaris et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)
Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review
Anna Chlingaryan et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)
A decision support system based on multisensor data fusion for sustainable greenhouse management
Giuseppe Aiello et al.
JOURNAL OF CLEANER PRODUCTION (2018)
RGB and multispectral UAV image fusion for Gramineae weed detection in rice fields
Oscar Barrero et al.
PRECISION AGRICULTURE (2018)
Near-infrared spectroscopy and X-ray fluorescence data fusion for olive leaf analysis and crop nutritional status determination
F. Comino et al.
TALANTA (2018)
Monitoring cotton root rot by synthetic Sentinel-2 NDVI time series using improved spatial and temporal data fusion
Mingquan Wu et al.
SCIENTIFIC REPORTS (2018)
Recognition of Wheat Spike from Field Based Phenotype Platform Using Multi-Sensor Fusion and Improved Maximum Entropy Segmentation Algorithms
Chengquan Zhou et al.
REMOTE SENSING (2018)
An operational workflow to assess rice nutritional status based on satellite imagery and smartphone apps
Francesco Nutini et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)
Comparative Performance Evaluation of Pixel-Level and Decision-Level Data Fusion of Landsat 8 OLI, Landsat 7 ETM+ and Sentinel-2 MSI for Crop Ensemble Classification
Juliana Useya et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)
UAV hyperspectral and lidar data and their fusion for arid and semi-arid land vegetation monitoring
Temuulen T. Sankey et al.
REMOTE SENSING IN ECOLOGY AND CONSERVATION (2018)
Sensor data fusion for soil health assessment
Kristen S. Veum et al.
GEODERMA (2017)
Impact of Tile Drainage on Evapotranspiration in South Dakota, USA, Based on High Spatiotemporal Resolution Evapotranspiration Time Series From a Multisatellite Data Fusion System
Yun Yang et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)
Heterogeneous Sensor Data Fusion By Deep Multimodal Encoding
Zuozhu Liu et al.
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2017)
Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine
Maitiniyazi Maimaitijiang et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)
Toward mapping crop progress at field scales through fusion of Landsat and MODIS imagery
Feng Gao et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Mapping Winter Wheat with Multi-Temporal SAR and Optical Images in an Urban Agricultural Region
Tao Zhou et al.
SENSORS (2017)
Nonlinear Fusion of Multispectral Citrus Fruit Image Data with Information Contents
Peilin Li et al.
SENSORS (2017)
A Combined Approach of Sensor Data Fusion and Multivariate Geostatistics for Delineation of Homogeneous Zones in an Agricultural Field
Annamaria Castrignano et al.
SENSORS (2017)
Fusion of Ultrasonic and Spectral Sensor Data for Improving the Estimation of Biomass in Grasslands with Heterogeneous Sward Structure
Thomas Moeckel et al.
REMOTE SENSING (2017)
X-FIDO: An Effective Application for Detecting Olive Quick Decline Syndrome with Deep Learning and Data Fusion
Albert C. Cruz et al.
FRONTIERS IN PLANT SCIENCE (2017)
A review on the practice of big data analysis in agriculture
Andreas Kamilaris et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2017)
Drought monitoring using high resolution soil moisture through multi-sensor satellite data fusion over the Korean peninsula
Seonyoung Park et al.
AGRICULTURAL AND FOREST METEOROLOGY (2017)
Data fusion techniques for delineation of site-specific management zones in a field in UK
S. M. Shaddad et al.
PRECISION AGRICULTURE (2016)
LiDAR and thermal images fusion for ground-based 3D characterisation of fruit trees
Francisco J. Yandun Narvaez et al.
BIOSYSTEMS ENGINEERING (2016)
A novel data fusion algorithm for low-cost localisation and navigation of autonomous vineyard sprayer robots
Guy Zaidner et al.
BIOSYSTEMS ENGINEERING (2016)
Wheat yield prediction using machine learning and advanced sensing techniques
X. E. Pantazi et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2016)
Contribution to Real-Time Estimation of Crop Phenological States in a Dynamical Framework Based on NDVI Time Series: Data Fusion With SAR and Temperature
Caleb De Bernardis et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2016)
Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine
Sergii Skakun et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2016)
A data fusion and spatial data analysis approach for the estimation of wheat grain nitrogen uptake from satellite data
Fabio Castaldi et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2016)
Monitoring daily evapotranspiration over two California vineyards using Landsat 8 in a multi-sensor data fusion approach
Kathryn A. Semmens et al.
REMOTE SENSING OF ENVIRONMENT (2016)
DeepFruits: A Fruit Detection System Using Deep Neural Networks
Inkyu Sa et al.
SENSORS (2016)
Robust Tomato Recognition for Robotic Harvesting Using Feature Images Fusion
Yuanshen Zhao et al.
SENSORS (2016)
FUSION OF SPECTRAL AND ELECTROCHEMICAL SENSOR DATA FOR ESTIMATING SOIL MACRONUTRIENTS
W. J. La et al.
TRANSACTIONS OF THE ASABE (2016)
An Optimal Sample Data Usage Strategy to Minimize Overfitting and Underfitting Effects in Regression Tree Models Based on Remotely-Sensed Data
Yingxin Gu et al.
REMOTE SENSING (2016)
Comment: The FAIR Guiding Principles for scientific data management and stewardship
Mark D. Wilkinson et al.
SCIENTIFIC DATA (2016)
Orchard mapping and mobile robot localisation using on-board camera and laser scanner data fusion - Part A: Tree detection
Nagharn Shalal et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)
Discrete wavelets transform for improving greenness image segmentation in agricultural images
M. Guijarro et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)
High-resolution Leaf Area Index estimation from synthetic Landsat data generated by a spatial and temporal data fusion model
Mingquan Wu et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)
Generation of Spectral-Temporal Response Surfaces by Combining Multispectral Satellite and Hyperspectral UAV Imagery for Precision Agriculture Applications
Caroline M. Gevaert et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2015)
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing
Mauro Dalla Mura et al.
PROCEEDINGS OF THE IEEE (2015)
In-Season Mapping of Crop Type with Optical and X-Band SAR Data: A Classification Tree Approach Using Synoptic Seasonal Features
Paolo Villa et al.
REMOTE SENSING (2015)
Fusing Landsat and MODIS Data for Vegetation Monitoring
Feng Gao et al.
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE (2015)
Mapping daily evapotranspiration at field scales over rainfed and irrigated agricultural areas using remote sensing data fusion
C. Cammalleri et al.
AGRICULTURAL AND FOREST METEOROLOGY (2014)
Water stress detection based on optical multisensor fusion with a least squares support vector machine classifier
Dimitrios Moshou et al.
BIOSYSTEMS ENGINEERING (2014)
Monitoring Spatiotemporal Surface Soil Moisture Variations During Dry Seasons in Central America With Multisensor Cascade Data Fusion
Chi-Farn Chen et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)
Operational Data Fusion Framework for Building Frequent Landsat-Like Imagery
Peijuan Wang et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2014)
Multiple on-line soil sensors and data fusion approach for delineation of water holding capacity zones for site specific irrigation
Abdul M. Mouazen et al.
SOIL & TILLAGE RESEARCH (2014)
Integration of Optical and Synthetic Aperture Radar Imagery for Improving Crop Mapping in Northwestern Benin, West Africa
Gerald Forkuor et al.
REMOTE SENSING (2014)
Field partition by proximal and remote sensing data fusion
Daniela De Benedetto et al.
BIOSYSTEMS ENGINEERING (2013)
Fusion of remotely sensed data from airborne and ground-based sensors to enhance detection of cotton plants
Huihui Zhang et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2013)
Sensor data fusion for topsoil clay mapping
Kristin Piikki et al.
GEODERMA (2013)
Prediction of wheat yield and protein using remote sensors on plots Part-II: Improving prediction ability using data fusion
Steen I. Overgaard et al.
JOURNAL OF NEAR INFRARED SPECTROSCOPY (2013)
Prediction of Soil Texture Using FT-NIR Spectroscopy and PXRF Spectrometry With Data Fusion
Shan-qin Wang et al.
SOIL SCIENCE (2013)
Geophysical and Hyperspectral Data Fusion Techniques for In-Field Estimation of Soil Properties
Raffaele Casa et al.
VADOSE ZONE JOURNAL (2013)
Sensor data fusion to predict multiple soil properties
Hafiz S. Mahmood et al.
PRECISION AGRICULTURE (2012)
Development of a low-cost agricultural remote sensing system based on an autonomous unmanned aerial vehicle (UAV)
Haitao Xiang et al.
BIOSYSTEMS ENGINEERING (2011)
Mapping Irrigated Areas of Ghana Using Fusion of 30 m and 250 m Resolution Remote-Sensing Data
Murali Krishna Gumma et al.
REMOTE SENSING (2011)
An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions
Xiaolin Zhu et al.
REMOTE SENSING OF ENVIRONMENT (2010)
Image fusion of visible and thermal images for fruit detection
D. M. Bulanon et al.
BIOSYSTEMS ENGINEERING (2009)
Generation of dense time series synthetic Landsat data through data blending with MODIS using a spatial and temporal adaptive reflectance fusion model
Thomas Hilker et al.
REMOTE SENSING OF ENVIRONMENT (2009)
A new dawn for citizen science
Jonathan Silvertown
TRENDS IN ECOLOGY & EVOLUTION (2009)
Data Fusion
Jens Bleiholder et al.
ACM COMPUTING SURVEYS (2008)
Sensor fusion for improving the estimation of roll and pitch for an agricultural sprayer
L. R. Khot et al.
BIOSYSTEMS ENGINEERING (2008)
On the blending of the Landsat and MODIS surface reflectance: Predicting daily Landsat surface reflectance
Feng Gao et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2006)
Wireless data fusion system for agricultural vehicle positioning
LS Guo et al.
BIOSYSTEMS ENGINEERING (2005)
Plant disease detection based on data fusion of hyper-spectral and multi-spectral fluorescence imaging using Kohonen maps
D Moshou et al.
REAL-TIME IMAGING (2005)
Measurements of the horizontal sprayer boom movements by sensor data fusion
D Ooms et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2002)
分享论文
