Estimation of Above-Ground Biomass of Winter Wheat Based on Consumer-Grade Multi-Spectral UAV

Crop Biomass Mapping Based on Ecosystem Modeling at Regional Scale Using High Resolution Sentinel-2 Data

(2021) Liming He et al.   Remote Sensing

Prediction of Forest Aboveground Biomass Using Multitemporal Multispectral Remote Sensing Data

(2021) Parth Naik et al.   Remote Sensing

Understanding Growth Dynamics and Yield Prediction of Sorghum Using High Temporal Resolution UAV Imagery Time Series and Machine Learning

(2021) Sebastian Varela et al.   Remote Sensing

Inversion of Winter Wheat Growth Parameters and Yield Under Different Water Treatments Based on UAV Multispectral Remote Sensing

(2021) Xin Han et al.   Frontiers in Plant Science

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

(2021) Haibo Yang et al.   Remote Sensing

Development of random forest model as decision support tool in water resources management of Ogun headwater catchments

(2021) O. O. Aiyelokun et al.   Applied Water Science

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

Estimating the maize biomass by crop height and narrowband vegetation indices derived from UAV-based hyperspectral images

(2021) Yue Zhang et al.   ECOLOGICAL INDICATORS

Hyperspectral image-based vegetation index (HSVI): A new vegetation index for urban ecological research

(2021) Genyun Sun et al.   International Journal of Applied Earth Observation and Geoinformation

Improving Unmanned Aerial Vehicle Remote Sensing-Based Rice Nitrogen Nutrition Index Prediction with Machine Learning

(2020) Hainie Zha et al.   Remote Sensing

A Novel Approach for Estimation of Above-Ground Biomass of Sugar Beet Based on Wavelength Selection and Optimized Support Vector Machine

(2020) Jing Zhang et al.   Remote Sensing

Increased Prediction Accuracy Using Combined Genomic Information and Physiological Traits in A Soft Wheat Panel Evaluated in Multi-Environments

(2020) Jia Guo et al.   Scientific Reports

Application of Convolutional Neural Network on Lei Bamboo Above-Ground-Biomass (AGB) Estimation Using Worldview-2

(2020) Luofan Dong et al.   Remote Sensing

Mapping the Global Mangrove Forest Aboveground Biomass Using Multisource Remote Sensing Data

(2020) Tianyu Hu 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

Ground-Based LiDAR Improves Phenotypic Repeatability of Above-Ground Biomass and Crop Growth Rate in Wheat

(2020) David M. Deery et al.   Plant Phenomics

Estimation of Winter Wheat Grain Protein Content Based on Multisource Data Assimilation

(2020) Pengfei Chen   Remote Sensing

Woody Aboveground Biomass Mapping of the Brazilian Savanna with a Multi-Sensor and Machine Learning Approach

(2020) Polyanna da Conceição Bispo et al.   Remote Sensing

Monitoring of wheat crops using the backscattering coefficient and the interferometric coherence derived from Sentinel-1 in semi-arid areas

(2020) Nadia Ouaadi et al.   REMOTE SENSING OF ENVIRONMENT

Detection of Defoliation Injury in Peanut with Hyperspectral Proximal Remote Sensing

(2020) José Pinto et al.   Remote Sensing

Dual Activation Function-Based Extreme Learning Machine (ELM) for Estimating Grapevine Berry Yield and Quality

(2019) Matthew Maimaitiyiming et al.   Remote Sensing

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

Improved estimation of aboveground biomass in wheat from RGB imagery and point cloud data acquired with a low-cost unmanned aerial vehicle system

(2019) Ning Lu 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

Advances in plant nutrition diagnosis based on remote sensing and computer application

(2019) Deyu Feng et al.   NEURAL COMPUTING & APPLICATIONS

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

(2019) Jibo Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

UAV-Based Biomass Estimation for Rice-Combining Spectral, TIN-Based Structural and Meteorological Features

(2019) Qi Jiang et al.   Remote Sensing

Bibliometric Analysis of Remote Sensing Research Trend in Crop Growth Monitoring: A Case Study in China

(2019) Lijuan Wang et al.   Remote Sensing

A Deep Learning-Based Approach for Automated Yellow Rust Disease Detection from High-Resolution Hyperspectral UAV Images

(2019) Xin Zhang et al.   Remote Sensing

Estimation of Rice Growth Parameters Based on Linear Mixed-Effect Model Using Multispectral Images from Fixed-Wing Unmanned Aerial Vehicles

(2019) Yanyu Wang et al.   Remote Sensing

Effects of micro-sprinkling with different irrigation amount on grain yield and water use efficiency of winter wheat in the North China Plain

(2019) Jinpeng Li et al.   AGRICULTURAL WATER MANAGEMENT

Estimating biomass of winter oilseed rape using vegetation indices and texture metrics derived from UAV multispectral images

(2019) Yinuo Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimating Maize Above-Ground Biomass Using 3D Point Clouds of Multi-Source Unmanned Aerial Vehicle Data at Multi-Spatial Scales

(2019) Zhu et al.   Remote Sensing

Delineation of management zones in agricultural fields using cover–crop biomass estimates from PlanetScope data

(2019) Fábio Marcelo Breunig et al.   International Journal of Applied Earth Observation and Geoinformation

Density Weighted Connectivity of Grass Pixels in image frames for biomass estimation

(2018) Ligang Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Extracting leaf area index using viewing geometry effects—A new perspective on high-resolution unmanned aerial system photography

(2018) Lukas Roth et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Comparison of Regression Techniques for Estimation of Above-Ground Winter Wheat Biomass Using Near-Surface Spectroscopy

(2018) Jibo Yue et al.   Remote Sensing

Time-Series Multispectral Indices from Unmanned Aerial Vehicle Imagery Reveal Senescence Rate in Bread Wheat

(2018) Muhammad Hassan et al.   Remote Sensing

A Comparison of Crop Parameters Estimation Using Images from UAV-Mounted Snapshot Hyperspectral Sensor and High-Definition Digital Camera

(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

Estimating leaf mass per area and equivalent water thickness based on leaf optical properties: Potential and limitations of physical modeling and machine learning

(2018) J.-B. Féret et al.   REMOTE SENSING OF ENVIRONMENT

Above-ground biomass estimation of arable crops using UAV-based SfM photogrammetry

(2018) ML. Gil-Docampo et al.   Geocarto International

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

Using Sentinel-2 Data for Retrieving LAI and Leaf and Canopy Chlorophyll Content of a Potato Crop

(2017) Jan Clevers et al.   Remote Sensing

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation

(2016) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

UAVs as remote sensing platform in glaciology: Present applications and future prospects

(2016) Anshuman Bhardwaj et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Aboveground Biomass using Texture Indices from Aerial Photos in a Temperate Forest of Northeastern China

(2016) Shili Meng et al.   Remote Sensing

Leaf Nitrogen Content Indirectly Estimated by Leaf Traits Derived From the PROSPECT Model

(2015) Zhihui Wang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Comparative analysis of different retrieval methods for mapping grassland leaf area index using airborne imaging spectroscopy

(2015) Clement Atzberger et al.   International Journal of Applied Earth Observation and Geoinformation

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

Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley

(2015) Juliane Bendig et al.   International Journal of Applied Earth Observation and Geoinformation

Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation

(2015) Mireia Farrés et al.   JOURNAL OF CHEMOMETRICS

Estimating Forest Biomass Dynamics by Integrating Multi-Temporal Landsat Satellite Images with Ground and Airborne LiDAR Data in the Coal Valley Mine, Alberta, Canada

(2015) Nasem Badreldin et al.   Remote Sensing

Estimating leaf chlorophyll of barley at different growth stages using spectral indices to reduce soil background and canopy structure effects

(2014) Kang Yu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Canopy-scale wavelength and vegetative index sensitivities to cotton growth parameters and nitrogen status

(2014) T. B. Raper et al.   PRECISION AGRICULTURE

Canopy spectral reflectance can predict grain nitrogen use efficiency in soft red winter wheat

(2014) K. Pavuluri et al.   PRECISION AGRICULTURE

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

Hyperspectral canopy sensing of paddy rice aboveground biomass at different growth stages

(2013) Martin L. Gnyp et al.   FIELD CROPS RESEARCH

Sensitivity Analysis of Vegetation Reflectance to Biochemical and Biophysical Variables at Leaf, Canopy, and Regional Scales

(2013) Yanfang Xiao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote estimation of crop fractional vegetation cover: the use of noise equivalent as an indicator of performance of vegetation indices

(2013) Anatoly A. Gitelson   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Green Leaf Area Index Estimation in Maize and Soybean: Combining Vegetation Indices to Achieve Maximal Sensitivity

(2012) Anthony Nguy-Robertson et al.   AGRONOMY JOURNAL

Estimating leaf nitrogen concentration with three-band vegetation indices in rice and wheat

(2012) Wei Wang et al.   FIELD CROPS RESEARCH

Patterns of Aboveground Biomass Regeneration in Post-Fire Coastal Scrub Communities

(2012) Shuang Li et al.   GIScience & Remote Sensing

Optical remote sensing of forest leaf area index and biomass

(2012) Conghe Song   PROGRESS IN PHYSICAL GEOGRAPHY

Discrimination of Switchgrass Cultivars and Nitrogen Treatments Using Pigment Profiles and Hyperspectral Leaf Reflectance Data

(2012) Anserd J. Foster et al.   Remote Sensing

Spectral response of benthic diatoms with different sediment backgrounds

(2011) Laurent Barillé et al.   REMOTE SENSING OF ENVIRONMENT

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

(2010) Fei Li et al.   PRECISION AGRICULTURE

Estimating aboveground forest biomass from canopy reflectance model inversion in mountainous terrain

(2010) Scott A. Soenen et al.   REMOTE SENSING OF ENVIRONMENT

Value of Using Different Vegetative Indices to Quantify Agricultural Crop Characteristics at Different Growth Stages under Varying Management Practices

(2010) Jerry L. Hatfield et al.   Remote Sensing

Out-of-bag estimation of the optimal sample size in bagging

(2009) Gonzalo Martínez-Muñoz et al.   PATTERN RECOGNITION

A broad-band leaf chlorophyll vegetation index at the canopy scale

(2008) M. Vincini et al.   PRECISION AGRICULTURE

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT

PROSPECT-4 and 5: Advances in the leaf optical properties model separating photosynthetic pigments

(2008) Jean-Baptiste Feret et al.   REMOTE SENSING OF ENVIRONMENT

Angular sensitivity analysis of vegetation indices derived from CHRIS/PROBA data

(2008) J. Verrelst et al.   REMOTE SENSING OF ENVIRONMENT