Estimating Fractional Vegetation Cover Changes in Desert Regions Using RGB Data

Using Very-High-Resolution Multispectral Classification to Estimate Savanna Fractional Vegetation Components

(2022) Andrea E. Gaughan et al.   Remote Sensing

Vegetation coverage of desert ecosystems in the Qinghai-Tibet Plateau is underestimated

(2022) Xin Geng et al.   ECOLOGICAL INDICATORS

Woody Plant Encroachment: Evaluating Methodologies for Semiarid Woody Species Classification from Drone Images

(2022) Horia G. Olariu et al.   Remote Sensing

Using UAV Imagery to Detect and Map Woody Species Encroachment in a Subalpine Grassland: Advantages and Limits

(2021) Ludovica Oddi et al.   Remote Sensing

A Hybrid Approach of Combining Random Forest with Texture Analysis and VDVI for Desert Vegetation Mapping Based on UAV RGB Data

(2021) Huoyan Zhou et al.   Remote Sensing

Quantifying the influences of natural and human factors on the water footprint of afforestation in desert regions of northern China

(2021) Ziyu Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Gradient Boosting Estimation of the Leaf Area Index of Apple Orchards in UAV Remote Sensing

(2021) Zhijie Liu et al.   Remote Sensing

Land Use Land Cover Classification with U-Net: Advantages of Combining Sentinel-1 and Sentinel-2 Imagery

(2021) Jonathan V. Solórzano et al.   Remote Sensing

Fractional Vegetation Cover Estimation Algorithm for FY-3B Reflectance Data Based on Random Forest Regression Method

(2021) Duanyang Liu et al.   Remote Sensing

Annually Urban Fractional Vegetation Cover Dynamic Mapping in Hefei, China (1999–2018)

(2021) Yuliang Wang et al.   Remote Sensing

Classification of Sea Ice Types in the Arctic by Radar Echoes from SARAL/AltiKa

(2021) Renée Mie Fredensborg Hansen et al.   Remote Sensing

Object-Based Wetland Vegetation Classification Using Multi-Feature Selection of Unoccupied Aerial Vehicle RGB Imagery

(2021) Rui Zhou et al.   Remote Sensing

Canopy Height Estimation Using Sentinel Series Images through Machine Learning Models in a Mangrove Forest

(2020) Sujit Madhab Ghosh et al.   Remote Sensing

Improving Spatial Agreement in Machine Learning-Based Landslide Susceptibility Mapping

(2020) Mohammed Sarfaraz Gani Adnan et al.   Remote Sensing

Estimating Water Reflectance at Near-Infrared Wavelengths for Turbid Water Atmospheric Correction: A Preliminary Study for GOCI-II

(2020) Jae-Hyun Ahn et al.   Remote Sensing

An Accurate Vegetation and Non-Vegetation Differentiation Approach Based on Land Cover Classification

(2020) Chiman Kwan et al.   Remote Sensing

CNN-Based Tree Species Classification Using High Resolution RGB Image Data from Automated UAV Observations

(2020) Sebastian Egli et al.   Remote Sensing

Comparing Forest Structural Attributes Derived from UAV-Based Point Clouds with Conventional Forest Inventories in the Dry Chaco

(2020) Beatriz Gobbi et al.   Remote Sensing

Biomass and vegetation coverage survey in the Mu Us sandy land - based on unmanned aerial vehicle RGB images

(2020) Zi-chen Guo et al.   International Journal of Applied Earth Observation and Geoinformation

Recurrent Thrifty Attention Network for Remote Sensing Scene Recognition

(2020) Liyong Fu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Landscape-level vegetation classification and fractional woody and herbaceous vegetation cover estimation over the dryland ecosystems by unmanned aerial vehicle platform

(2019) Haozhou Wang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Discrimination of different sea ice types from CryoSat-2 satellite data using an Object-based Random Forest (ORF)

(2019) Su Shu et al.   MARINE GEODESY

Improved mapping and understanding of desert vegetation-habitat complexes from intraannual series of spectral endmember space using cross-wavelet transform and logistic regression

(2019) Qiangqiang Sun et al.   REMOTE SENSING OF ENVIRONMENT

Nonpeaked Discriminant Analysis for Data Representation

(2019) Qiaolin Ye et al.   IEEE Transactions on Neural Networks and Learning Systems

Relating historical vegetation cover to aridity patterns in the greater desert region of northern China: Implications to planned and existing restoration projects

(2018) Yanying Shao et al.   ECOLOGICAL INDICATORS

Grassland canopy cover and aboveground biomass in Mongolia and Inner Mongolia: Spatiotemporal estimates and controlling factors

(2018) Ranjeet John et al.   REMOTE SENSING OF ENVIRONMENT

Assessment of Sentinel-2 MSI Spectral Band Reflectances for Estimating Fractional Vegetation Cover

(2018) Bing Wang et al.   Remote Sensing

Global Fractional Vegetation Cover Estimation Algorithm for VIIRS Reflectance Data Based on Machine Learning Methods

(2018) Duanyang Liu et al.   Remote Sensing

Species classification using Unmanned Aerial Vehicle (UAV)-acquired high spatial resolution imagery in a heterogeneous grassland

(2017) Bing Lu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Robust Algorithm for Estimating Surface Fractional Vegetation Cover from Landsat Data

(2017) Linqing Yang et al.   Remote Sensing

Measuring leaf angle distribution in broadleaf canopies using UAVs

(2016) Brenden E. McNeil et al.   AGRICULTURAL AND FOREST METEOROLOGY

Seeing the forest from drones: Testing the potential of lightweight drones as a tool for long-term forest monitoring

(2016) Jian Zhang et al.   BIOLOGICAL CONSERVATION

Dynamic quantification of canopy structure to characterize early plant vigour in wheat genotypes

(2016) T. Duan et al.   JOURNAL OF EXPERIMENTAL BOTANY

Comparison of Four Machine Learning Methods for Generating the GLASS Fractional Vegetation Cover Product from MODIS Data

(2016) Linqing Yang et al.   Remote Sensing

Global Land Surface Fractional Vegetation Cover Estimation Using General Regression Neural Networks From MODIS Surface Reflectance

(2015) Kun Jia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Automated characterization of flowering dynamics in rice using field-acquired time-series RGB images

(2015) Wei Guo et al.   Plant Methods

A toolbox for studying thermal heterogeneity across spatial scales: from unmanned aerial vehicle imagery to landscape metrics

(2015) Emile Faye et al.   Methods in Ecology and Evolution

Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level

(2015) Roope Näsi et al.   Remote Sensing

HyperUAS-Imaging Spectroscopy from a Multirotor Unmanned Aircraft System

(2014) Arko Lucieer et al.   Journal of Field Robotics

Good practices for estimating area and assessing accuracy of land change

(2014) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of leaf area index in onion (Allium cepa L.) using an unmanned aerial vehicle

(2013) Juan I. Córcoles et al.   BIOSYSTEMS ENGINEERING

Lightweight unmanned aerial vehicles will revolutionize spatial ecology

(2013) Karen Anderson et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and production

(2013) F. Baret et al.   REMOTE SENSING OF ENVIRONMENT

Landsat remote sensing approaches for monitoring long-term tree cover dynamics in semi-arid woodlands: Comparison of vegetation indices and spectral mixture analysis

(2012) Jian Yang et al.   REMOTE SENSING OF ENVIRONMENT

Unmanned Aircraft Systems in Remote Sensing and Scientific Research: Classification and Considerations of Use

(2012) Adam C. Watts et al.   Remote Sensing

Assessing biodiversity in forests using very high-resolution images and unmanned aerial vehicles

(2011) Stephan Getzin et al.   Methods in Ecology and Evolution