Predicting Forage Quality of Grasslands Using UAV-Borne Imaging Spectroscopy

Comparison of Machine Learning Algorithms for Retrieval of Water Quality Indicators in Case-II Waters: A Case Study of Hong Kong

(2019) Sidrah Hafeez et al.   Remote Sensing

Biomass Prediction of Heterogeneous Temperate Grasslands Using an SfM Approach Based on UAV Imaging

(2019) Esther Grüner et al.   Agronomy-Basel

Spectral normalized indices related with forage quality in temperate grasses: scaling up from leaves to canopies

(2018) Paula Aguirre Castro et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimating Biomass and Nitrogen Amount of Barley and Grass Using UAV and Aircraft Based Spectral and Photogrammetric 3D Features

(2018) Roope Näsi et al.   Remote Sensing

Integrating Airborne Hyperspectral, Topographic, and Soil Data for Estimating Pasture Quality Using Recursive Feature Elimination with Random Forest Regression

(2018) Rajasheker Pullanagari et al.   Remote Sensing

Hyperspectral Data and Machine Learning for Estimating CDOM, Chlorophyll a, Diatoms, Green Algae and Turbidity

(2018) Sina Keller et al.   International Journal of Environmental Research and Public Health

Evaluation of 3D point cloud-based models for the prediction of grassland biomass

(2018) Jayan Wijesingha et al.   International Journal of Applied Earth Observation and Geoinformation

Remote sensing as a tool to assess botanical composition, structure, quantity and quality of temperate grasslands

(2017) M. Wachendorf et al.   GRASS AND FORAGE SCIENCE

Remote sensing of key grassland nutrients using hyperspectral techniques in KwaZulu-Natal, South Africa

(2017) Leeth Singh et al.   Journal of Applied Remote Sensing

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

The DOM Generation and Precise Radiometric Calibration of a UAV-Mounted Miniature Snapshot Hyperspectral Imager

(2017) Guijun Yang et al.   Remote Sensing

Determination of fibre and protein content in heterogeneous pastures using field spectroscopy and ultrasonic sward height measurements

(2016) Hanieh Safari et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Satellite remote sensing of grasslands: from observation to management

(2016) Iftikhar Ali et al.   Journal of Plant Ecology

Satellite remote sensing of grasslands: from observation to management

(2016) Iftikhar Ali et al.   Journal of Plant Ecology

Supervised Spectral–Spatial Hyperspectral Image Classification With Weighted Markov Random Fields

(2015) Le Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

(2015) Helge Aasen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating Plant Traits of Grasslands from UAV-Acquired Hyperspectral Images: A Comparison of Statistical Approaches

(2015) Alessandra Capolupo et al.   ISPRS International Journal of Geo-Information

Estimating forage quantity and quality under different stress and senescent biomass conditions via spectral reflectance

(2014) Martín Durante et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Non-linear partial least square regression increases the estimation accuracy of grass nitrogen and phosphorus using in situ hyperspectral and environmental data

(2013) A. Ramoelo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Linking remotely sensed forage quality estimates from WorldView-2 multispectral data with cattle distribution in a savanna landscape

(2012) Fadzai M. Zengeya et al.   International Journal of Applied Earth Observation and Geoinformation

Savanna grass nitrogen to phosphorous ratio estimation using field spectroscopy and the potential for estimation with imaging spectroscopy

(2012) Abel Ramoelo et al.   International Journal of Applied Earth Observation and Geoinformation

In-field hyperspectral proximal sensing for estimating quality parameters of mixed pasture

(2011) R. R. Pullanagari et al.   PRECISION AGRICULTURE

Dry season mapping of savanna forage quality, using the hyperspectral Carnegie Airborne Observatory sensor

(2011) Nichola M. Knox et al.   REMOTE SENSING OF ENVIRONMENT

Forage quality of savannas — Simultaneously mapping foliar protein and polyphenols for trees and grass using hyperspectral imagery

(2009) Andrew K. Skidmore et al.   REMOTE SENSING OF ENVIRONMENT

Estimating forage biomass and quality in a mixed sown pasture based on partial least squares regression with waveband selection

(2008) Kensuke Kawamura et al.   GRASSLAND SCIENCE