Estimating tree canopy cover percentage in a mediterranean silvopastoral systems using Sentinel-2A imagery and the stochastic gradient boosting algorithm

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(2017)   GLOBAL CHANGE BIOLOGY

Evaluation of forest fire on Madeira Island using Sentinel-2A MSI imagery

(2017) Gabriel Navarro et al.   International Journal of Applied Earth Observation and Geoinformation

Random forests and stochastic gradient boosting for predicting tree canopy cover: comparing tuning processes and model performance

(2016) Elizabeth A. Freeman et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Drylands extent and environmental issues. A global approach

(2016) Remus Prăvălie   EARTH-SCIENCE REVIEWS

Calibration and Validation of Landsat Tree Cover in the Taiga−Tundra Ecotone

(2016) Paul Montesano et al.   Remote Sensing

Water Bodies’ Mapping from Sentinel-2 Imagery with Modified Normalized Difference Water Index at 10-m Spatial Resolution Produced by Sharpening the SWIR Band

(2016) Yun Du et al.   Remote Sensing

Large-Area, High-Resolution Tree Cover Mapping with Multi-Temporal SPOT5 Imagery, New South Wales, Australia

(2016) Adrian Fisher et al.   Remote Sensing

Do Red Edge and Texture Attributes from High-Resolution Satellite Data Improve Wood Volume Estimation in a Semi-Arid Mountainous Region?

(2016) Paul Schumacher et al.   Remote Sensing

The Potential of Sentinel Satellites for Burnt Area Mapping and Monitoring in the Congo Basin Forests

(2016) Astrid Verhegghen et al.   Remote Sensing

First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe

(2016) Markus Immitzer et al.   Remote Sensing

Unknown

(2016)   JOURNAL OF APPLIED ECOLOGY

Synergistic Ecoclimate Teleconnections from Forest Loss in Different Regions Structure Global Ecological Responses

(2016) Elizabeth S. Garcia et al.   PLoS One

Overgrazing in the Montado? The need for monitoring grazing pressure at paddock scale

(2015) Elvira Sales-Baptista et al.   AGROFORESTRY SYSTEMS

The effects of grazing management in montado fragmentation and heterogeneity

(2015) Mara Almeida et al.   AGROFORESTRY SYSTEMS

Carbon management in dryland agricultural systems. A review

(2015) Daniel Plaza-Bonilla et al.   Agronomy for Sustainable Development

Response of the regression tree model to high resolution remote sensing data for predicting percent tree cover in a Mediterranean ecosystem

(2015) Cenk Donmez et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Characterizing stand-level forest canopy cover and height using Landsat time series, samples of airborne LiDAR, and the Random Forest algorithm

(2015) Oumer S. Ahmed et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Tree cover and forest cover dynamics in the Mekong Basin from 2001 to 2011

(2015) Patrick Leinenkugel et al.   REMOTE SENSING OF ENVIRONMENT

Wildfire patterns and landscape changes in Mediterranean oak woodlands

(2015) N. Guiomar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Mapping Tree Canopy Cover and Aboveground Biomass in Sudano-Sahelian Woodlands Using Landsat 8 and Random Forest

(2015) Martin Karlson et al.   Remote Sensing

The Potential of EnMAP and Sentinel-2 Data for Detecting Drought Stress Phenomena in Deciduous Forest Communities

(2015) Sandra Dotzler et al.   Remote Sensing

A remote sensing-based approach to estimating montado canopy density using the FCD model: a contribution to identifying HNV farmlands in southern Portugal

(2014) Sérgio Godinho et al.   AGROFORESTRY SYSTEMS

Linear transformation to minimize the effects of variability in understory to estimate percent tree canopy cover using RapidEye data

(2014) Ibrahim Ozdemir   GIScience & Remote Sensing

Intra-and-Inter Species Biomass Prediction in a Plantation Forest: Testing the Utility of High Spatial Resolution Spaceborne Multispectral RapidEye Sensor and Advanced Machine Learning Algorithms

(2014) Timothy Dube et al.   SENSORS

Hyperspectral remote sensing of aboveground biomass on a river meander bend using multivariate adaptive regression splines and stochastic gradient boosting

(2014) Anthony M. Filippi et al.   Remote Sensing Letters

Estimates of Aboveground Biomass from Texture Analysis of Landsat Imagery

(2014) Katharine Kelsey et al.   Remote Sensing

Use of Vegetation Index “Fingerprints” From Hyperion Data to Characterize Vegetation States Within Land Cover/Land Use Types in an Australian Tropical Savanna

(2013) Hill et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Hydrological droughts in the 21st century, hotspots and uncertainties from a global multimodel ensemble experiment

(2013) Christel Prudhomme et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Vegetation index suites as indicators of vegetation state in grassland and savanna: An analysis with simulated SENTINEL 2 data for a North American transect

(2013) Michael J. Hill   REMOTE SENSING OF ENVIRONMENT

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

Achieving mitigation and adaptation to climate change through sustainable agroforestry practices in Africa

(2013) Cheikh Mbow et al.   Current Opinion in Environmental Sustainability

Global warming and changes in drought

(2013) Kevin E. Trenberth et al.   Nature Climate Change

Estimation of Tree Cover in an Agricultural Parkland of Senegal Using Rule-Based Regression Tree Modeling

(2013) Stefanie Herrmann et al.   Remote Sensing

A New Tree Cover Percentage Map in Eurasia at 500 m Resolution Using MODIS Data

(2013) Toshiyuki Kobayashi et al.   Remote Sensing

The impact of climate change on hydrometeorological droughts at a basin scale

(2012) A.-E.K. Vrochidou et al.   JOURNAL OF HYDROLOGY

Forest biomass estimation from airborne LiDAR data using machine learning approaches

(2012) Colin J. Gleason et al.   REMOTE SENSING OF ENVIRONMENT

Understanding the relationship between aboveground biomass and ALOS PALSAR data in the forests of Guinea-Bissau (West Africa)

(2012) João M.B. Carreiras et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT

Estimating the fractional cover of growth forms and bare surface in savannas. A multi-resolution approach based on regression tree ensembles

(2012) Ursula Gessner et al.   REMOTE SENSING OF ENVIRONMENT

Integrating differentiated landscape preferences in a decision support model for the multifunctional management of the Montado

(2011) Diana Surová et al.   AGROFORESTRY SYSTEMS

Mediterranean cork oak savannas require human use to sustain biodiversity and ecosystem services

(2011) Miguel N Bugalho et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Abrupt shifts in African savanna tree cover along a climatic gradient

(2011) Charly Favier et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Newly discovered landscape traps produce regime shifts in wet forests

(2011) D. B. Lindenmayer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Evaluation of Sentinel-2 Red-Edge Bands for Empirical Estimation of Green LAI and Chlorophyll Content

(2011) Jesús Delegido et al.   SENSORS

Montado management effects on the abundance and conservation of reptiles in Alentejo, Southern Portugal

(2010) S. Godinho et al.   AGROFORESTRY SYSTEMS

The fuzziness of Montado landscapes: progress in assessing user preferences through photo-based surveys

(2010) T. Pinto-Correia et al.   AGROFORESTRY SYSTEMS

Geobotanical survey of wood-pasture habitats in Europe: diversity, threats and conservation

(2010) Erwin Bergmeier et al.   BIODIVERSITY AND CONSERVATION

Monitoring canopy biophysical and biochemical parameters in ecosystem scale using satellite hyperspectral imagery: An application on a Phlomis fruticosa Mediterranean ecosystem using multiangular CHRIS/PROBA observations

(2010) Stavros Stagakis et al.   REMOTE SENSING OF ENVIRONMENT

Agroforestry for ecosystem services and environmental benefits: an overview

(2009) Shibu Jose   AGROFORESTRY SYSTEMS

Mapping percentage tree cover from Envisat MERIS data using linear and nonlinear techniques

(2009) S. Berberoglu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimating fractional cover of photosynthetic vegetation, non-photosynthetic vegetation and bare soil in the Australian tropical savanna region upscaling the EO-1 Hyperion and MODIS sensors

(2009) Juan Pablo Guerschman et al.   REMOTE SENSING OF ENVIRONMENT

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY