Modeling of winter wheat fAPAR by integrating Unmanned Aircraft Vehicle-based optical, structural and thermal measurement

Assessing the fidelity of Landsat-based fAPAR models in two diverse sugarcane growing regions

(2020) S.J. Muller et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Insufficient nitrogen supply from symbiotic fixation reduces seasonal crop growth and nitrogen mobilization to seed in highly productive soybean crops

(2020) Nicolas Cafaro La Menza et al.   PLANT CELL AND ENVIRONMENT

Biophysical parameters of coffee crop estimated by UAV RGB images

(2020) Luana Mendes dos Santos et al.   PRECISION AGRICULTURE

Machine learning for high-throughput field phenotyping and image processing provides insight into the association of above and below-ground traits in cassava (Manihot esculenta Crantz)

(2020) Michael Gomez Selvaraj et al.   Plant Methods

Qualifications of Rice Growth Indicators Optimized at Different Growth Stages Using Unmanned Aerial Vehicle Digital Imagery

(2020) Zhengchao Qiu et al.   Remote Sensing

Development of Spectral Disease Indices for Southern Corn Rust Detection and Severity Classification

(2020) Ran Meng et al.   Remote Sensing

Vegetation Index Weighted Canopy Volume Model (CVMVI) for soybean biomass estimation from Unmanned Aerial System-based RGB imagery

(2019) Maitiniyazi Maimaitijiang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An overview of global leaf area index (LAI): Methods, products, validation, and applications

(2019) Hongliang Fang et al.   REVIEWS OF GEOPHYSICS

Estimation of Winter Wheat Residue Coverage Using Optical and SAR Remote Sensing Images

(2019) Wenting Cai 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

UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data

(2019) Teja Kattenborn et al.   REMOTE SENSING OF ENVIRONMENT

Can We Use Satellite-Based FAPAR to Detect Drought?

(2019) Jian Peng et al.   SENSORS

3D model processing for high throughput phenotype extraction – the case of corn

(2019) Dimitris Zermas et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An evaluation of machine-learning for predicting phenotype: studies in yeast, rice, and wheat

(2019) Nastasiya F. Grinberg et al.   MACHINE LEARNING

Leaf Area Index evaluation in vineyards using 3D point clouds from UAV imagery

(2019) L. Comba et al.   PRECISION AGRICULTURE

Validation of Sentinel-2 fAPAR products using ground observations across three forest ecosystems

(2019) Birgitta Putzenlechner et al.   REMOTE SENSING OF ENVIRONMENT

Soybean yield prediction from UAV using multimodal data fusion and deep learning

(2019) Maitiniyazi Maimaitijiang et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing for agricultural applications: A meta-review

(2019) M. Weiss et al.   REMOTE SENSING OF ENVIRONMENT

Integration of Airborne LiDAR and Hyperspectral Data for Maize FPAR Estimation Based on a Physical Model

(2018) Haiming Qin et al.   IEEE Geoscience and Remote Sensing Letters

Estimation of the fraction of absorbed photosynthetically active radiation (fPAR) in maize canopies using LiDAR data and hyperspectral imagery

(2018) Haiming Qin et al.   PLoS One

Evaluating the Performance of Photogrammetric Products Using Fixed-Wing UAV Imagery over a Mixed Conifer–Broadleaf Forest: Comparison with Airborne Laser Scanning

(2018) Sadeepa Jayathunga et al.   Remote Sensing

Use of principal components of UAV-acquired narrow-band multispectral imagery to map the diverse low stature vegetation fAPAR

(2018) Cho-ying Huang et al.   GIScience & Remote Sensing

Retrieving the Diurnal FPAR of a Maize Canopy from the Jointing Stage to the Tasseling Stage with Vegetation Indices under Different Water Stresses and Light Conditions

(2018) Liang Zhao et al.   SENSORS

Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture

(2018) Wouter H. Maes et al.   TRENDS IN PLANT SCIENCE

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

Structure from motion will revolutionize analyses of tidal wetland landscapes

(2017) M. Kalacska et al.   REMOTE SENSING OF ENVIRONMENT

Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models

(2017) Huanhuan Yuan et al.   Remote Sensing

Estimating FAPAR of Rice Growth Period Using Radiation Transfer Model Coupled with the WOFOST Model for Analyzing Heavy Metal Stress

(2017) Gaoxiang Zhou et al.   Remote Sensing

Influence of Plot Size on Efficiency of Biomass Estimates in Inventories of Dry Tropical Forests Assisted by Photogrammetric Data from an Unmanned Aircraft System

(2017) Daud Kachamba et al.   Remote Sensing

High-Throughput Phenotyping of Plant Height: Comparing Unmanned Aerial Vehicles and Ground LiDAR Estimates

(2017) Simon Madec et al.   Frontiers in Plant Science

Remote estimation of canopy height and aboveground biomass of maize using high-resolution stereo images from a low-cost unmanned aerial vehicle system

(2016) Wang Li et al.   ECOLOGICAL INDICATORS

Evaluation of the grain yield and nitrogen nutrient status of wheat ( Triticum aestivum L.) using thermal imaging

(2016) Jiuxin Guo et al.   FIELD CROPS RESEARCH

Long-Time-Series Global Land Surface Satellite Leaf Area Index Product Derived From MODIS and AVHRR Surface Reflectance

(2016) Zhiqiang Xiao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Retrieval of leaf area index in different plant species using thermal hyperspectral data

(2016) Elnaz Neinavaz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of fraction of absorbed photosynthetically active radiation from multiple satellite data: Model development and validation

(2016) Xin Tao et al.   REMOTE SENSING OF ENVIRONMENT

Estimating chlorophyll with thermal and broadband multispectral high resolution imagery from an unmanned aerial system using relevance vector machines for precision agriculture

(2015) Manal Elarab 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

Spectroscopic Analysis of Green, Desiccated and Dead Tamarisk Canopies

(2015) Philip E. Dennison et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Estimating aboveground biomass and leaf area of low-stature Arctic shrubs with terrestrial LiDAR

(2015) Heather E. Greaves et al.   REMOTE SENSING OF ENVIRONMENT

Using High-Resolution Hyperspectral and Thermal Airborne Imagery to Assess Physiological Condition in the Context of Wheat Phenotyping

(2015) Victoria Gonzalez-Dugo et al.   Remote Sensing

Fusion of Plant Height and Vegetation Indices for the Estimation of Barley Biomass

(2015) Nora Tilly et al.   Remote Sensing

Relationship between fraction of radiation absorbed by photosynthesizing maize and soybean canopies and NDVI from remotely sensed data taken at close range and from MODIS 250m resolution data

(2014) Anatoly A. Gitelson et al.   REMOTE SENSING OF ENVIRONMENT

Effects of Plant Density on Yield and Canopy Micro Environment in Hybrid Cotton

(2014) Guo-zheng YANG et al.   Journal of Integrative Agriculture

Combined Spectral and Spatial Modeling of Corn Yield Based on Aerial Images and Crop Surface Models Acquired with an Unmanned Aircraft System

(2014) Jakob Geipel et al.   Remote Sensing

Estimating nitrogen status of rice using the image segmentation of G-R thresholding method

(2013) Yuan Wang et al.   FIELD CROPS RESEARCH

Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance

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

Using hyperspectral vegetation indices to estimate the fraction of photosynthetically active radiation absorbed by corn canopies

(2013) Changwei Tan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The Utility of Image-Based Point Clouds for Forest Inventory: A Comparison with Airborne Laser Scanning

(2013) Joanne White et al.   Forests

Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3

(2011) Jochem Verrelst et al.   REMOTE SENSING OF ENVIRONMENT

Evaluating Multispectral and Hyperspectral Satellite Remote Sensing Data for Estimating Winter Wheat Growth Parameters at Regional Scale in the North China Plain

(2010) Wolfgang Koppe et al.   Photogrammetrie Fernerkundung Geoinformation

Comparison of four global FAPAR datasets over Northern Eurasia for the year 2000

(2010) Ian McCallum et al.   REMOTE SENSING OF ENVIRONMENT

A generalized regression-based model for forecasting winter wheat yields in Kansas and Ukraine using MODIS data

(2010) I. Becker-Reshef et al.   REMOTE SENSING OF ENVIRONMENT

Measuring water stress in a wheat crop on a spatial scale using airborne thermal and multispectral imagery

(2009) Mohammad Abuzar et al.   FIELD CROPS RESEARCH

Evaluation of Collections 4 and 5 of the MODIS Gross Primary Productivity product and algorithm improvement at a tropical savanna site in northern Australia

(2009) K.D. Kanniah et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring winter wheat growth in North China by combining a crop model and remote sensing data

(2008) Ma Yuping et al.   International Journal of Applied Earth Observation and Geoinformation