Grassland degradation by shrub encroachment: Mapping patterns and drivers of encroachment in Kyrgyzstan

Fractional vegetation cover estimation in southern African rangelands using spectral mixture analysis and Google Earth Engine

(2021) L.M. Vermeulen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Identification of the Optimal Season and Spectral Regions for Shrub Cover Estimation in Grasslands

(2021) Irini Soubry et al.   SENSORS

Variations in species and function diversity of soil fungal community along a desertification gradient in an alpine steppe

(2021) Ning Zong et al.   ECOLOGICAL INDICATORS

Encroachment of shrubs into subalpine grasslands in the Pyrenees changes the plant-soil stoichiometry spectrum

(2020) Ifigenia Urbina et al.   PLANT AND SOIL

A new method for grassland degradation monitoring by vegetation species composition using hyperspectral remote sensing

(2020) Xin Lyu et al.   ECOLOGICAL INDICATORS

Responses of plant, soil bacterial and fungal communities to grazing vary with pasture seasons and grassland types, northern Tibet

(2020) Haorui Zhang et al.   LAND DEGRADATION & DEVELOPMENT

Restoring steppe landscapes: patterns, drivers and implications in Russia’s steppes

(2020) Robert Pazur et al.   LANDSCAPE ECOLOGY

Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification

(2019) Christopher A. Ramezan et al.   Remote Sensing

A Landsat-based vegetation trend product of the Tibetan Plateau for the time-period 1990–2018

(2019) Fabian Ewald Fassnacht et al.   Scientific Data

Assessing the Dynamics of Grassland Net Primary Productivity in Response to Climate Change at the Global Scale

(2019) Yangyang Liu et al.   Chinese Geographical Science

Estimation of degraded grassland aboveground biomass using machine learning methods from terrestrial laser scanning data

(2019) Kexin Xu et al.   ECOLOGICAL INDICATORS

Exacerbated grassland degradation and desertification in Central Asia during 2000-2014

(2018) Geli Zhang et al.   ECOLOGICAL APPLICATIONS

Global patterns of current and future road infrastructure

(2018) Johan R Meijer et al.   Environmental Research Letters

Mapping soil degradation using remote sensing data and ancillary data: South-East Moravia, Czech Republic

(2018) Daniel Žížala et al.   European Journal of Remote Sensing

Assessment of vegetation degradation in mountainous pastures of the Western Tien-Shan, Kyrgyzstan, using eMODIS NDVI

(2018) Munavar Zhumanova et al.   ECOLOGICAL INDICATORS

A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform

(2018) Pardhasaradhi Teluguntla et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A global map of travel time to cities to assess inequalities in accessibility in 2015

(2018) D. J. Weiss et al.   NATURE

On the overestimation of random forest’s out-of-bag error

(2018) Silke Janitza et al.   PLoS One

Quantitative Estimation of Biomass of Alpine Grasslands Using Hyperspectral Remote Sensing

(2018) Bo Kong et al.   Rangeland Ecology & Management

Disentangling the relative impacts of climate change and human activities on arid and semiarid grasslands in Central Asia during 1982–2015

(2018) Tao Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Site-based and remote sensing methods for monitoring indicators of vegetation condition: An Australian review

(2016) V. Lawley et al.   ECOLOGICAL INDICATORS

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Satellite remote sensing of grasslands: from observation to management

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

Including land cover change in analysis of greenness trends using all available Landsat 5, 7, and 8 images: A case study from Guangzhou, China (2000–2014)

(2016) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Satellite remote sensing of grasslands: from observation to management

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

Five years of phenological monitoring in a mountain grassland: inter-annual patterns and evaluation of the sampling protocol

(2015) Gianluca Filippa et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Land use/land cover classification and its change detection using multi-temporal MODIS NDVI data

(2015) M. Usman et al.   Journal of Geographical Sciences

Grassland degradation and restoration: a conceptual framework of stages and thresholds illustrated by southern Brazilian grasslands

(2015) Bianca O. Andrade et al.   Natureza & Conservacao

The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes

(2015) Chris Funk et al.   Scientific Data

Dynamic of grassland vegetation degradation and its quantitative assessment in the northwest China

(2014) Wei Zhou et al.   ACTA OECOLOGICA-INTERNATIONAL JOURNAL OF ECOLOGY

Quantitative assessment of the contributions of climate change and human activities on global grassland degradation

(2014) Chengcheng Gang et al.   Environmental Earth Sciences

Agricultural practices in grasslands detected by spatial remote sensing

(2014) Pauline Dusseux et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Determination of green aboveground biomass in desert steppe using litter-soil-adjusted vegetation index

(2014) Hongrui Ren et al.   European Journal of Remote Sensing

Shrub encroachment with increasing anthropogenic disturbance in the semiarid Inner Mongolian grasslands of China

(2013) Hai-Ying Peng et al.   CATENA

Mapping the extent of abandoned farmland in Central and Eastern Europe using MODIS time series satellite data

(2013) Camilo Alcantara et al.   Environmental Research Letters

Remote Sensing of the Seasonal Naked Croplands Using Series of Ndvi Images and Phenological Feature

(2013) Zhengying Shan et al.   INTELLIGENT AUTOMATION AND SOFT COMPUTING

Restoration prospects for Heitutan degraded grassland in the Sanjiangyuan

(2013) Xi-lai Li et al.   Journal of Mountain Science

Improving the Accuracy of Vegetation Classifications in Mountainous Areas

(2013) Maite Gartzia et al.   MOUNTAIN RESEARCH AND DEVELOPMENT

Improved Land Cover Mapping using Random Forests Combined with Landsat Thematic Mapper Imagery and Ancillary Geographic Data

(2013) Xiaodong Na et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Response of microbial biomass to grazing in an alpine meadow along an elevation gradient on the Tibetan Plateau

(2012) Gang Fu et al.   EUROPEAN JOURNAL OF SOIL BIOLOGY

The Meanings of Pasture in Resource Degradation Negotiations: Evidence From Post-Socialist Rural Kyrgyzstan

(2012) Karina Liechti   MOUNTAIN RESEARCH AND DEVELOPMENT

Timing of climate variability and grassland productivity

(2012) J. M. Craine et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The effect of Landsat ETM/ETM+ image acquisition dates on the detection of agricultural land abandonment in Eastern Europe

(2012) Alexander V. Prishchepov et al.   REMOTE SENSING OF ENVIRONMENT

Impacts of shrub encroachment on ecosystem structure and functioning: towards a global synthesis

(2011) David J. Eldridge et al.   ECOLOGY LETTERS

Spatial analysis of the driving factors of grassland degradation under conditions of climate change and intensive use in Inner Mongolia, China

(2011) Suying Li et al.   Regional Environmental Change

Spatial patterns of grasses and shrubs in an arid grassland environment

(2011) L. J. Alvarez et al.   Ecosphere

Land Surface Water Index (LSWI) response to rainfall and NDVI using the MODIS Vegetation Index product

(2010) K. Chandrasekar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Receiver Operating Characteristic Curve in Diagnostic Test Assessment

(2010) Jayawant N. Mandrekar   Journal of Thoracic Oncology

Shrub encroachment in North American grasslands: shifts in growth form dominance rapidly alters control of ecosystem carbon inputs

(2008) ALAN K. KNAPP et al.   GLOBAL CHANGE BIOLOGY

A new index for delineating built‐up land features in satellite imagery

(2008) H. Xu   INTERNATIONAL JOURNAL OF REMOTE SENSING