Estimating Above-Ground Biomass of Potato Using Random Forest and Optimized Hyperspectral Indices
出版年份 2021 全文链接
标题
Estimating Above-Ground Biomass of Potato Using Random Forest and Optimized Hyperspectral Indices
作者
关键词
-
出版物
Remote Sensing
Volume 13, Issue 12, Pages 2339
出版商
MDPI AG
发表日期
2021-06-16
DOI
10.3390/rs13122339
参考文献
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- (2021) Yuanyuan Fu et al. Remote Sensing
- Estimating Aboveground Biomass Using Sentinel-2 MSI Data and Ensemble Algorithms for Grassland in the Shengjin Lake Wetland, China
- (2021) Chunhua Li et al. Remote Sensing
- Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging
- (2020) Bo Li et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A Systematic Review of the Factors Influencing the Estimation of Vegetation Aboveground Biomass Using Unmanned Aerial Systems
- (2020) Lucy G. Poley et al. Remote Sensing
- Potential of using spectral vegetation indices for corn green biomass estimation based on their relationship with the photosynthetic vegetation sub-pixel fraction
- (2020) Luan Peroni Venancio et al. AGRICULTURAL WATER MANAGEMENT
- Passive reflectance sensing using optimized two- and three-band spectral indices for quantifying the total nitrogen yield of maize
- (2020) Hasituya et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Construction of a critical nitrogen dilution curve for maize in Southwest China
- (2020) Lunjing Du et al. Scientific Reports
- Urban Tree Health Classification Across Tree Species by Combining Airborne Laser Scanning and Imaging Spectroscopy
- (2020) Dengkai Chi et al. Remote Sensing
- High-Throughput Estimation of Crop Traits: A Review of Ground and Aerial Phenotyping Platforms
- (2020) Xiuliang Jin et al. IEEE Geoscience and Remote Sensing Magazine
- Dynamic monitoring of biomass of rice under different nitrogen treatments using a lightweight UAV with dual image-frame snapshot cameras
- (2019) Haiyan Cen et al. Plant Methods
- Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data
- (2019) Liang Han et al. Plant Methods
- UAV-Based Biomass Estimation for Rice-Combining Spectral, TIN-Based Structural and Meteorological Features
- (2019) Qi Jiang et al. Remote Sensing
- Estimating Above-Ground Biomass of Maize Using Features Derived from UAV-Based RGB Imagery
- (2019) Yaxiao Niu et al. Remote Sensing
- Multi-Temporal Monsoon Crop Biomass Estimation Using Hyperspectral Imaging
- (2019) Supriya Dayananda et al. Remote Sensing
- Estimation of maize above-ground biomass based on stem-leaf separation strategy integrated with LiDAR and optical remote sensing data
- (2019) Yaohui Zhu et al. PeerJ
- A Review of Regional and Global Gridded Forest Biomass Datasets
- (2019) Yuzhen Zhang et al. Remote Sensing
- Wavelet-based coupling of leaf and canopy reflectance spectra to improve the estimation accuracy of foliar nitrogen concentration
- (2018) Junjie Wang et al. AGRICULTURAL AND FOREST METEOROLOGY
- Photogrammetry for the estimation of wheat biomass and harvest index
- (2018) James Walter et al. FIELD CROPS RESEARCH
- Estimating aboveground biomass using Pléiades satellite image in a karst watershed of Guizhou Province, Southwestern China
- (2018) Yin-ming Guo et al. Journal of Mountain Science
- Large-area hybrid estimation of aboveground biomass in interior Alaska using airborne laser scanning data
- (2018) Liviu T. Ene et al. REMOTE SENSING OF ENVIRONMENT
- Modeling grassland above-ground biomass based on artificial neural network and remote sensing in the Three-River Headwaters Region
- (2018) Shuxia Yang et al. REMOTE SENSING OF ENVIRONMENT
- Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods
- (2018) Jochem Verrelst et al. SURVEYS IN GEOPHYSICS
- A Comparison of Regression Techniques for Estimation of Above-Ground Winter Wheat Biomass Using Near-Surface Spectroscopy
- (2018) Jibo Yue et al. Remote Sensing
- Improved estimation of rice aboveground biomass combining textural and spectral analysis of UAV imagery
- (2018) Hengbiao Zheng et al. PRECISION AGRICULTURE
- Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine
- (2017) Maitiniyazi Maimaitijiang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Linking gene regulation, physiology, and plant biomass allocation in Andropogon gerardii in response to drought
- (2017) Meghan L. Avolio et al. PLANT ECOLOGY
- Estimating leaf chlorophyll content in sugar beet canopies using millimeter- to centimeter-scale reflectance imagery
- (2017) Sylvain Jay et al. REMOTE SENSING OF ENVIRONMENT
- Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models
- (2017) Jibo Yue et al. Remote Sensing
- Evaluation of red and red-edge reflectance-based vegetation indices for rice biomass and grain yield prediction models in paddy fields
- (2016) Yumiko Kanke et al. PRECISION AGRICULTURE
- Monitoring Agronomic Parameters of Winter Wheat Crops with Low-Cost UAV Imagery
- (2016) Michael Schirrmann et al. Remote Sensing
- Estimating the Biomass of Maize with Hyperspectral and LiDAR Data
- (2016) Cheng Wang et al. Remote Sensing
- Airborne LiDAR technique for estimating biomass components of maize: A case study in Zhangye City, Northwest China
- (2015) Wang Li et al. ECOLOGICAL INDICATORS
- Remote estimation of above ground nitrogen uptake during vegetative growth in winter wheat using hyperspectral red-edge ratio data
- (2015) Wei Feng et al. FIELD CROPS RESEARCH
- Assessment of RapidEye vegetation indices for estimation of leaf area index and biomass in corn and soybean crops
- (2015) Angela Kross et al. International Journal of Applied Earth Observation and Geoinformation
- Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review
- (2015) Jochem Verrelst et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Measuring leaf nitrogen concentration in winter wheat using double-peak spectral reflection remote sensing data
- (2014) Wei Feng et al. FIELD CROPS RESEARCH
- Determining of a critical dilution curve for plant nitrogen concentration in winter barley
- (2014) Ben Zhao FIELD CROPS RESEARCH
- Optimising three-band spectral indices to assess aerial N concentration, N uptake and aboveground biomass of winter wheat remotely in China and Germany
- (2014) Fei Li et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- On the Semi-Automatic Retrieval of Biophysical Parameters Based on Spectral Index Optimization
- (2014) Juan Rivera et al. Remote Sensing
- Estimating Biomass of Barley Using Crop Surface Models (CSMs) Derived from UAV-Based RGB Imaging
- (2014) Juliane Bendig et al. Remote Sensing
- Winter wheat biomass estimation based on spectral indices, band depth analysis and partial least squares regression using hyperspectral measurements
- (2013) Yuanyuan Fu et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Reflectance estimation of canopy nitrogen content in winter wheat using optimised hyperspectral spectral indices and partial least squares regression
- (2013) Fei Li et al. EUROPEAN JOURNAL OF AGRONOMY
- Hyperspectral canopy sensing of paddy rice aboveground biomass at different growth stages
- (2013) Martin L. Gnyp et al. FIELD CROPS RESEARCH
- Remotely detecting canopy nitrogen concentration and uptake of paddy rice in the Northeast China Plain
- (2013) Kang Yu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission
- (2013) Isabella Mariotto et al. REMOTE SENSING OF ENVIRONMENT
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- (2012) Fei Li et al. FIELD CROPS RESEARCH
- Estimation of green aboveground biomass of desert steppe in Inner Mongolia based on red-edge reflectance curve area method
- (2011) Hongrui Ren et al. BIOSYSTEMS ENGINEERING
- Comparison of active and passive spectral sensors in discriminating biomass parameters and nitrogen status in wheat cultivars
- (2011) Klaus Erdle et al. FIELD CROPS RESEARCH
- Generation of high spatial and temporal resolution NDVI and its application in crop biomass estimation
- (2011) Jihua Meng et al. International Journal of Digital Earth
- Discrimination of Spectrally-Close Crops Using Ground-Based Hyperspectral Data
- (2011) K. R. Manjunath et al. Journal of the Indian Society of Remote Sensing
- Measuring and predicting canopy nitrogen nutrition in wheat using a spectral index—The canopy chlorophyll content index (CCCI)
- (2010) Glenn Fitzgerald et al. FIELD CROPS RESEARCH
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- (2010) Y.C. Tian et al. FIELD CROPS RESEARCH
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- (2010) Fei Li et al. PRECISION AGRICULTURE
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- (2009) Daniela Stroppiana et al. FIELD CROPS RESEARCH
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- (2008) G LEMAIRE et al. REMOTE SENSING OF ENVIRONMENT
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