Mapping Spatial Distribution of Larch Plantations from Multi-Seasonal Landsat-8 OLI Imagery and Multi-Scale Textures Using Random Forests

Landsat-8: Science and product vision for terrestrial global change research

(2014) D.P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

A Circa 2010 Thirty Meter Resolution Forest Map for China

(2014) Congcong Li et al.   Remote Sensing

Satellite monitoring of land-use and land-cover changes in northern Togo protected areas

(2014) Fousseni Folega et al.   JOURNAL OF FORESTRY RESEARCH

Quantifying ecosystem services and indicators for science, policy and practice

(2013) Rob Alkemade et al.   ECOLOGICAL INDICATORS

Combining ensemble modeling and remote sensing for mapping individual tree species at high spatial resolution

(2013) Robin Engler et al.   FOREST ECOLOGY AND MANAGEMENT

Using MODIS time series data to estimate aboveground biomass and its spatio-temporal variation in Inner Mongolia’s grassland between 2001 and 2011

(2013) Tian Gao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Land-cover mapping in the Nujiang Grand Canyon: integrating spectral, textural, and topographic data in a random forest classifier

(2013) Hui Fan   INTERNATIONAL JOURNAL OF REMOTE SENSING

Multivariate Image Texture by Multivariate Variogram for Multispectral Image Classification

(2013) Peijun Li et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Estimating deforestation in tropical humid and dry forests in Madagascar from 2000 to 2010 using multi-date Landsat satellite images and the random forests classifier

(2013) Clovis Grinand et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring and analysis of grassland desertification dynamics using Landsat images in Ningxia, China

(2013) Jinya Li et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of spatial patterns of soil seed banks between larch plantations and adjacent secondary forests in Northeast China: implication for spatial distribution of larch plantations

(2013) Qiaoling Yan et al.   TREES-STRUCTURE AND FUNCTION

Influence of Multi-Source and Multi-Temporal Remotely Sensed and Ancillary Data on the Accuracy of Random Forest Classification of Wetlands in Northern Minnesota

(2013) Jennifer Corcoran et al.   Remote Sensing

The Performance of Random Forests in an Operational Setting for Large Area Sclerophyll Forest Classification

(2013) Andrew Mellor et al.   Remote Sensing

Detailed maps of tropical forest types are within reach: Forest tree communities for Trinidad and Tobago mapped with multiseason Landsat and multiseason fine-resolution imagery

(2012) E.H. Helmer et al.   FOREST ECOLOGY AND MANAGEMENT

Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data

(2012) Peng Gong et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using multiscale texture information from ALOS PALSAR to map tropical forest

(2012) Preesan Rakwatin et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The impact of secondary forests conversion into larch plantations on soil chemical and microbiological properties

(2012) Kai Yang et al.   PLANT AND SOIL

Forest biomass estimation from airborne LiDAR data using machine learning approaches

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

Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

(2012) V.F. Rodriguez-Galiano et al.   REMOTE SENSING OF ENVIRONMENT

Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data

(2012) Markus Immitzer et al.   Remote Sensing

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparison of vegetation water contents derived from shortwave-infrared and passive-microwave sensors over central Iowa

(2011) E. Raymond Hunt et al.   REMOTE SENSING OF ENVIRONMENT

Improved forest biomass estimates using ALOS AVNIR-2 texture indices

(2011) Latifur Rahman Sarker et al.   REMOTE SENSING OF ENVIRONMENT

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Predicting the potential habitat of oaks with data mining models and the R system

(2010) Rafael Pino-Mejías et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Utilizing image texture to detect land-cover change in Mediterranean coastal wetlands

(2010) S. Berberoğlu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Assessing multi-temporal Landsat 7 ETM+ images for estimating above-ground biomass in subtropical dry forests of Argentina

(2010) Néstor Ignacio Gasparri et al.   JOURNAL OF ARID ENVIRONMENTS

Soil microbial biomass carbon and nitrogen in forest ecosystems of Northeast China: a comparison between natural secondary forest and larch plantation

(2010) K. Yang et al.   Journal of Plant Ecology

Land-use, biomass and carbon estimation in dry tropical forest of Chhattisgarh region in India using satellite remote sensing and GIS

(2010) Arvind Bijalwan et al.   JOURNAL OF FORESTRY RESEARCH

Detecting the severity of woodwasp, Sirex noctilio, infestation in a pine plantation in KwaZulu-Natal, South Africa, using texture measures calculated from high spatial resolution imagery

(2009) M. Dye et al.   AFRICAN ENTOMOLOGY

Feasibility of implementing thinning in even-aged Larix olgensis plantations to develop uneven-aged larch–broadleaved mixed forests

(2009) Jiaojun Zhu et al.   Journal of Forest Research

Monitoring of cropland practices for carbon sequestration purposes in north central Montana by Landsat remote sensing

(2009) Jennifer D. Watts et al.   REMOTE SENSING OF ENVIRONMENT

Scaling-based forest structural change detection using an inverted geometric-optical model in the Three Gorges region of China

(2008) Y ZENG et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT

Assessing the use of multiseason QuickBird imagery for mapping invasive species in a Lake Erie coastal Marsh

(2008) Dana M. Ghioca-Robrecht et al.   WETLANDS