Estimating Above-Ground Biomass of Potato Using Random Forest and Optimized Hyperspectral Indices

Improved Estimation of Winter Wheat Aboveground Biomass Using Multiscale Textures Extracted from UAV-Based Digital Images and Hyperspectral Feature Analysis

(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

Remotely estimating aerial N status of phenologically differing winter wheat cultivars grown in contrasting climatic and geographic zones in China and Germany

(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

Assessing newly developed and published vegetation indices for estimating rice leaf nitrogen concentration with ground- and space-based hyperspectral reflectance

(2010) Y.C. Tian et al.   FIELD CROPS RESEARCH

Evaluating hyperspectral vegetation indices for estimating nitrogen concentration of winter wheat at different growth stages

(2010) Fei Li et al.   PRECISION AGRICULTURE

Plant nitrogen concentration in paddy rice from field canopy hyperspectral radiometry

(2009) Daniela Stroppiana et al.   FIELD CROPS RESEARCH

Calibration and validation of hyperspectral indices for the estimation of broadleaved forest leaf chlorophyll content, leaf mass per area, leaf area index and leaf canopy biomass

(2008) G LEMAIRE et al.   REMOTE SENSING OF ENVIRONMENT

Relationship Between Remotely-sensed Vegetation Indices, Canopy Attributes and Plant Physiological Processes: What Vegetation Indices Can and Cannot Tell Us About the Landscape

(2008) Edward Glenn et al.   SENSORS