UAV- and Machine Learning-Based Retrieval of Wheat SPAD Values at the Overwintering Stage for Variety Screening
出版年份 2021 全文链接
标题
UAV- and Machine Learning-Based Retrieval of Wheat SPAD Values at the Overwintering Stage for Variety Screening
作者
关键词
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出版物
Remote Sensing
Volume 13, Issue 24, Pages 5166
出版商
MDPI AG
发表日期
2021-12-20
DOI
10.3390/rs13245166
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- A Robust Vegetation Index Based on Different UAV RGB Images to Estimate SPAD Values of Naked Barley Leaves
- (2021) Yu Liu et al. Remote Sensing
- Estimation of nitrogen nutrition index in rice from UAV RGB images coupled with machine learning algorithms
- (2021) Zhengchao Qiu et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Improving Unmanned Aerial Vehicle Remote Sensing-Based Rice Nitrogen Nutrition Index Prediction with Machine Learning
- (2020) Hainie Zha et al. Remote Sensing
- Comparison of machine learning methods for citrus greening detection on UAV multispectral images
- (2020) Yubin Lan et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Real-Time Detection on SPAD Value of Potato Plant Using an In-Field Spectral Imaging Sensor System
- (2020) Ning Liu et al. SENSORS
- Precise Estimation of NDVI with a Simple NIR Sensitive RGB Camera and Machine Learning Methods for Corn Plants
- (2020) Liangju Wang et al. SENSORS
- Predicting within-field variability in grain yield and protein content of winter wheat using UAV-based multispectral imagery and machine learning approaches
- (2020) Xinbin Zhou et al. PLANT PRODUCTION SCIENCE
- Using Machine Learning for Estimating Rice Chlorophyll Content from In Situ Hyperspectral Data
- (2020) Gangqiang An et al. Remote Sensing
- Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques
- (2020) Lucas Prado Osco et al. Remote Sensing
- Machine Learning to Estimate Surface Soil Moisture from Remote Sensing Data
- (2020) Hamed Adab et al. Water
- Soil Salinity Mapping Using SAR Sentinel-1 Data and Advanced Machine Learning Algorithms: A Case Study at Ben Tre Province of the Mekong River Delta (Vietnam)
- (2019) Pham Hoa et al. Remote Sensing
- Integrated Satellite, Unmanned Aerial Vehicle (UAV) and Ground Inversion of the SPAD of Winter Wheat in the Reviving Stage
- (2019) Suming Zhang et al. SENSORS
- Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data
- (2019) Liang Han et al. Plant Methods
- Forest aboveground biomass estimation using machine learning regression algorithm in Yok Don National Park, Vietnam
- (2019) An Thi Ngoc Dang et al. Ecological Informatics
- Application of feature selection methods and machine learning algorithms for saltmarsh biomass estimation using Worldview-2 imagery
- (2019) Sikdar M. M. Rasel et al. Geocarto International
- Hyperspectral Leaf Reflectance as Proxy for Photosynthetic Capacities: An Ensemble Approach Based on Multiple Machine Learning Algorithms
- (2019) Peng Fu et al. Frontiers in Plant Science
- Spectroscopic measurements and imaging of soil colour for field scale estimation of soil organic carbon
- (2019) Asa Gholizadeh et al. GEODERMA
- Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review
- (2018) Anna Chlingaryan et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Interactive effects of multiple vernalization (Vrn-1)- and photoperiod (Ppd-1)-related genes on the growth habit of bread wheat and their association with heading and flowering time
- (2018) Shulin Chen et al. BMC PLANT BIOLOGY
- High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models
- (2017) Gerald Forkuor et al. PLoS One
- Spatial variability of chlorophyll and nitrogen content of rice from hyperspectral imagery
- (2016) Shreedevi Moharana et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A Simplified Empirical Line Method of Radiometric Calibration for Small Unmanned Aircraft Systems-Based Remote Sensing
- (2015) Chuyuan Wang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Newly Combined Spectral Indices to Improve Estimation of Total Leaf Chlorophyll Content in Cotton
- (2014) Xiuliang Jin et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Unsupervised multiple endmember spectral mixture analysis-based detection of opium poppy fields from an EO-1 Hyperion image in Helmand, Afghanistan
- (2014) Jian-Jun Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- The applicability of empirical vegetation indices for determining leaf chlorophyll content over different leaf and canopy structures
- (2013) H. Croft et al. Ecological Complexity
- Non-destructive estimation of rice plant nitrogen status with Crop Circle multispectral active canopy sensor
- (2013) Qiang Cao et al. FIELD CROPS RESEARCH
- A Support Vector Regression Approach to Estimate Forest Biophysical Parameters at the Object Level Using Airborne Lidar Transects and QuickBird Data
- (2013) Gang Chen et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- A visible band index for remote sensing leaf chlorophyll content at the canopy scale
- (2012) E. Raymond Hunt et al. International Journal of Applied Earth Observation and Geoinformation
- An investigation into robust spectral indices for leaf chlorophyll estimation
- (2011) Russell Main et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Estimating biophysical parameters of rice with remote sensing data using support vector machines
- (2011) XiaoHua Yang et al. Science China-Life Sciences
- Estimating soil moisture using remote sensing data: A machine learning approach
- (2009) Sajjad Ahmad et al. ADVANCES IN WATER RESOURCES
- Estimation of suspended sediment concentrations using Terra MODIS: An example from the Lower Yangtze River, China
- (2009) J.-J. Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Estimating chlorophyll content from hyperspectral vegetation indices: Modeling and validation
- (2008) Chaoyang Wu et al. AGRICULTURAL AND FOREST METEOROLOGY
- Remote Estimation of Crop Chlorophyll Content Using Spectral Indices Derived From Hyperspectral Data
- (2008) Driss Haboudane et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A broad-band leaf chlorophyll vegetation index at the canopy scale
- (2008) M. Vincini et al. PRECISION AGRICULTURE
- Mapping Downy Brome (Bromus tectorum) Using Multidate AVIRIS Data
- (2008) Nina V. Noujdina et al. WEED SCIENCE
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