Mapping tropical forests and rubber plantations in complex landscapes by integrating PALSAR and MODIS imagery

No abstract is available for this paper.

• Publication year

  2012

• Venue

  Isprs Journal of Photogrammetry and Remote Sensing

• Publication date

  2012-11-01

• Fields of study

  Environmental Science

• Identifiers
  DOI 10.1016/J.ISPRSJPRS.2012.07.004
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• 2010 land cover map of insular Southeast Asia in 250-m spatial resolution

  2012cited by this paper
• Mapping rubber tree growth in mainland Southeast Asia using time-series MODIS 250 m NDVI and statistical data

  2012cited by this paper
• The Application of ALOS PALSAR Data on Mangrove Forest Extraction

  2011cited by this paper
• Assessment of ALOS PALSAR 50 m Orthorectified FBD Data for Regional Land Cover Classification by Support Vector Machines

  2011cited by this paper
• Natural and drought scenarios in an east central Amazon forest: Fidelity of the Community Land Model 3.5 with three biogeochemical models

  2011cited by this paper
• Integrating Mahalanobis typicalities with a neural network for rubber distribution mapping

  2011cited by this paper
• Separability of insular Southeast Asian woody plantation species in the 50 m resolution ALOS PALSAR mosaic product

  2011influential reference
• Rice Crop Monitoring in South China With RADARSAT-2 Quad-Polarization SAR Data

  2011cited by this paper
• Monitoring Rice Agriculture in the Sacramento Valley, USA With Multitemporal PALSAR and MODIS Imagery

  2011cited by this paper
• Progress of the research methodologies on the temporal and spatial process of LUCC

  2010cited by this paper
• Land-cover classification with an expert classification algorithm using digital aerial photographs

  2010cited by this paper
• Detecting trends in forest disturbance and recovery using yearly Landsat time series: 2. TimeSync — Tools for calibration and validation

  2010cited by this paper
• Angular Backscatter Variation in L-Band ALOS ScanSAR Images of Tropical Forest Areas

  2010cited by this paper
• Large-Area Classification and Mapping of Forest and Land Cover in the Brazilian Amazon: A Comparative Analysis of ALOS/PALSAR and Landsat Data Sources

  2010cited by this paper
• Clear-Cut Detection in Swedish Boreal Forest Using Multi-Temporal ALOS PALSAR Backscatter Data

  2010cited by this paper
• Spatial patterns and driving forces of land use change in China during the early 21st century

  2010cited by this paper
• An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks

  2010cited by this paper
• Knowledge-Based Object Oriented Land Cover Classification Using SPOT5 Imagery in Forest-Agriculture Ecotones

  2010cited by this paper
• Recognition of Forest Cover Based on Multi-temporal Dual Polarization ALOS PALSAR Data

  2010cited by this paper
• Spatial patterns and driving forces of land use change in China during the early 21st century

  2010cited by this paper
• Texture analysis of IKONOS satellite imagery for urban land use and land cover classification

  2010cited by this paper
• A Primary Study on Rubber Acreage Estimation From MODIS-Based Information in Hainan

  2010cited by this paper
• Change Detection in Optical Aerial Images by a Multilayer Conditional Mixed Markov Model

  2009cited by this paper
• Operational Large-Area Forest Monitoring in Siberia Using ALOS PALSAR Summer Intensities and Winter Coherence

  2009cited by this paper
• 500M spatial resolution land cover map in insular Southeast Asia

  2009cited by this paper
• Increasing the accuracy of neural network classification using refined training data

  2009cited by this paper
• The Rubber Juggernaut

  2009cited by this paper
• Validation of ocean model syntheses against hydrography using a new web application

  2009cited by this paper
• A Simple Algorithm for Large-Scale Mapping of Evergreen Forests in Tropical America, Africa and Asia

  2009influential reference
• Dynamics of national forests assessed using the Landsat record: Case studies in eastern United States

  2009cited by this paper
• MODIS tree cover validation for the circumpolar taiga-tundra transition zone

  2009cited by this paper
• A Wavelet and IHS Integration Method to Fuse High Resolution SAR with Moderate Resolution Multispectral Images

  2009cited by this paper
• Potential of SAR sensors TerraSAR-X, ASAR/ENVISAT and PALSAR/ALOS for monitoring sugarcane crops on Reunion Island

  2009cited by this paper
• Where the rubber meets the garden

  2009cited by this paper
• A STUDY OF DEFORMATION IN PERMAFROST REGIONS OF QINGHAI-TIBET PLATEAU BASED ON ALOS/PALSAR D-InSAR INTERFEROMETRY

  2008cited by this paper
• Land Use and Climate Change

  2008cited by this paper
• Horizontal Positional Accuracy of Google Earth's High-Resolution Imagery Archive

  2008cited by this paper
• Using k-nn and discriminant analyses to classify rain forest types in a Landsat TM image over northern Costa Rica

  2008cited by this paper
• Atmospheric oxidation capacity sustained by a tropical forest

  2008cited by this paper
• Using 250-meter spatial resolution MODIS data and regression tree modeling to map fractional land cover across the highlands of mainland Southeast Asia

  2007cited by this paper
• Mapping fractional forest cover across the highlands of mainland Southeast Asia using MODIS data and regression tree modelling

  2007cited by this paper
• Demand for rubber is causing the loss of high diversity rain forest in SW China

  2007cited by this paper
• ALOS PALSAR: A Pathfinder Mission for Global-Scale Monitoring of the Environment

  2007influential reference
• Fire as the dominant driver of central Canadian boreal forest carbon balance

  2007cited by this paper
• Pan-tropical monitoring of deforestation

  2007cited by this paper
• A comparative analysis of the Global Land Cover 2000 and MODIS land cover data sets

  2005cited by this paper
• Global Consequences of Land Use

  2005cited by this paper
• GLC 2000 : a new approach to global land cover mapping from Earth observation data

  2005cited by this paper
• MODELING GROSS PRIMARY PRODUCTION OF AN EVERGREEN NEEDLELEAF FOREST USING MODIS AND CLIMATE DATA

  2005cited by this paper
• Rapid assessment of annual deforestation in the Brazilian Amazon using MODIS data

  2005cited by this paper
• Land Use and Climate Change

  2005cited by this paper
• Selective Logging in the Brazilian Amazon

  2005cited by this paper
• Land-Use and Land-Cover Change in Montane Mainland Southeast Asia

  2005cited by this paper
• GLC2000: a new approach to global land cover mapping from Earth observation data

  2005cited by this paper
• Spatial and temporal patterns of China's cropland during 1990¿2000: An analysis based on Landsat TM data

  2005cited by this paper
• Satellite-based modeling of gross primary production in an evergreen needleleaf forest

  2004cited by this paper
• A new forest cover map of continental southeast Asia derived from SPOT-VEGETATION satellite imagery

  2004cited by this paper
• Mapping subalpine forest types using networks of nearest neighbour classifiers

  2004cited by this paper
• Forest Cover of Insular Southeast Asia Mapped from Recent Satellite Images of Coarse Spatial Resolution

  2003cited by this paper
• Global land cover mapping from MODIS: algorithms and early results

  2002cited by this paper
• Analysis on land-use change and socio-economic driving factors in Hainan island during 50 years from 1950 to 1999

  2002cited by this paper
• Determination of Deforestation Rates of the World's Humid Tropical Forests

  2002cited by this paper
• Overview of the radiometric and biophysical performance of the MODIS vegetation indices

  2002cited by this paper
• Mapping tropical coastal vegetation using JERS-1 and ERS-1 radar data with a decision tree classifier

  2002cited by this paper
• The amount of carbon released from peat and forest fires in Indonesia during 1997

  2002cited by this paper
• Estimating forest structure in wetlands using multitemporal SAR

  2002cited by this paper
• Characterization of forest types in Northeastern China, using multi-temporal SPOT-4 VEGETATION sensor data

  2002cited by this paper
• Land-cover classification methods for multi-year AVHRR data

  2001cited by this paper
• Cloud cover in Landsat observations of the Brazilian Amazon

  2001cited by this paper
• Dynamic change of tropical forest in Hainan Island

  2001cited by this paper
• Tropical forest mapping from coarse spatial resolution satellite data: Production and accuracy assessment issues

  2001cited by this paper
• The use of decision tree and multiscale texture for classification of JERS-1 SAR data over tropical forest

  2000cited by this paper
• Remote Sensing Digital Image Analysis: An Introduction

  1999cited by this paper
• Estimating woody and herbaceous vegetation cover from time series satellite observations

  1999cited by this paper
• Tropical Forest Biomass Density Estimation Using JERS-1 SAR: Seasonal Variation, Confidence Limits, and Application to Image Mosaics

  1998cited by this paper
• A comparison of vegetation indices over a global set of TM images for EOS-MODIS

  1997cited by this paper
• Global discrimination of land cover types from metrics derived from AVHRR pathfinder data

  1995cited by this paper
• Forest classification of Southeast Asia using NOAA AVHRR data

  1995cited by this paper
• Photosynthetic Rates and Nutrient-Use Efficiency Among Evergreen and Deciduous Shrubs in Okefenokee Swamp

  1995cited by this paper
• Northern forest classification using temporal multifrequency and multipolarimetric SAR images

  1994cited by this paper
• The human causes of Deforestation in Southeast Asia

  1994cited by this paper
• Carbon Pools and Flux of Global Forest Ecosystems

  1994cited by this paper
• Selecting the spatial resolution of satellite sensors required for global monitoring of land transformations

  1988cited by this paper
• Red and photographic infrared linear combinations for monitoring vegetation

  1979influential reference

• RPI-GMM: A novel structure-based and phenology-independent algorithm for mapping latest 10-m resolution national-level rubber plantations

  2026cites this paper
• Estimating Spatiotemporally Continuous GEDI Aboveground Biomass Density During 2015–2020 From Multisource Data Using Machine Learning and Deep Learning

  2026cites this paper
• A new framework for mapping rubber plantations through the combination of semiautomatic sample migration, dynamic phenology, and change detection variables based on time series Landsat images

  2025cites this paper
• Mapping rubber monoculture and jungle rubber across Kalimantan using multisource satellite data

  2025cites this paper
• Extraction and Spatiotemporal Analysis of Rubber Plantations on Hainan Island, China (1990–2023) Using Phenological and Multivariate Remote Sensing Features

  2025influential citation
• A meta-review of remote sensing for rubber plantations

  2025cites this paper
• Pixel-Based Mapping of Rubber Plantation Age at Annual Resolution Using Supervised Learning for Forest Inventory and Monitoring

  2025cites this paper
• A Review of Land Use and Land Cover in Mainland Southeast Asia over Three Decades (1990–2023)

  2025cites this paper
• Large-scale single tree information extraction of oil palm in Malaysia based on sub-meter visible light satellite images

  2025cites this paper
• A full time series imagery and full cycle monitoring (FTSI-FCM) algorithm for tracking rubber plantation dynamics in the Vietnam from 1986 to 2022

  2025cites this paper
• Sub-national scale mapping of individual olive trees integrating Earth observation and deep learning

  2024cites this paper
• Early identification of immature rubber plantations using Landsat and Sentinel satellite images

  2024cites this paper
• Analysis of 10-m Sentinel-2 imagery and a re-normalization approach reveals a declining trend in the latest rubber plantations in Xishuangbanna

  2024cites this paper
• Predictive Modelling of Land Cover Changes in the Greater Amanzule Peatlands Using Multi-Source Remote Sensing and Machine Learning Techniques

  2024cites this paper
• Mapping Eucalyptus plantation in Guangxi, China by using knowledge-based algorithms and PALSAR-2, Sentinel-2, and Landsat images in 2020

  2023cites this paper
• Identification of Rubber Plantations in Southwestern China Based on Multi-Source Remote Sensing Data and Phenology Windows

  2023cites this paper
• Mapping evergreen forests using new phenology index, time series Sentinel-1/2 and Google Earth Engine

  2023cites this paper
• Are there suitable global datasets for monitoring of land use and land cover in the tropics? Evidences from mainland Southeast Asia

  2023cites this paper
• A Method of Chestnut Forest Identification Based on Time Series and Key Phenology from Sentinel-2

  2023cites this paper
• Estimating stem volume of Eucalyptus sp. and Pinus sp. plantations in Brazil, using Sentinel-1B and ALOS-2/PALSAR-2 data

  2023cites this paper
• Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin

  2023cites this paper
• Exploring Natura 2000 habitats by satellite image segmentation combined with phytosociological data: a case study from the Čierny Balog area (Central Slovakia)

  2022cites this paper
• Multi-Decadal Mapping and Climate Modelling Indicates Eastward Rubber Plantation Expansion in India

  2022cites this paper
• Assessment of the Impact of Rubber Plantation Expansion on Regional Carbon Storage Based on Time Series Remote Sensing and the InVEST Model

  2022cites this paper
• Optimization of Open-Access Optical and Radar Satellite Data in Google Earth Engine for Oil Palm Mapping in the Muda River Basin, Malaysia

  2022cites this paper
• Soil, Topography and Forest Structure Shape the Abundance, Richness and Composition of Fern Species in the Fragmented Tropical Landscape of Xishuangbanna, Yunnan, China

  2022cites this paper
• Capability of Phenology-Based Sentinel-2 Composites for Rubber Plantation Mapping in a Large Area with Complex Vegetation Landscapes

  2022influential citation
• Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco

  2021cites this paper
• Tracking small-scale tropical forest disturbances: Fusing the Landsat and Sentinel-2 data record

  2021cites this paper
• Multi-sensor datasets-based optimal integration of spectral, textural, and morphological characteristics of rocks for lithological classification using machine learning models

  2021cites this paper
• Integrating Phenological and Geographical Information with Artificial Intelligence Algorithm to Map Rubber Plantations in Xishuangbanna

  2021cites this paper
• Monitoring three-decade dynamics of citrus planting in Southeastern China using dense Landsat records

  2021cites this paper
• Improved land monitoring to assess large-scale tree plantation expansion and trajectories in Northern Mozambique

  2021cites this paper
• Developing Multi-Source Indices to Discriminate between Native Tropical Forests, Oil Palm and Rubber Plantations in Indonesia

  2021cites this paper
• PROBLEMY EKOROZWOJU – PROBLEMS OF SUSTAINABLE DEVELOPMENT

  2021cites this paper
• From local to global: A transfer learning-based approach for mapping poplar plantations at national scale using Sentinel-2

  2021cites this paper
• Improving the Accuracy of Fractional Evergreen Forest Cover Estimation at Subpixel Scale in Cloudy and Rainy Areas by Harmonizing Landsat-8 and Sentinel-2 Time-Series Data

  2021cites this paper
• Latest 30-m map of mature rubber plantations in Mainland Southeast Asia and Yunnan province of China: Spatial patterns and geographical characteristics

  2021cites this paper
• Automated Plantation Mapping in Southeast Asia Using MODIS Data and Imperfect Visual Annotations

  2020cites this paper
• Effects of land-use change on eco-environmental quality in Hainan Island, China

  2020cites this paper
• Economic and Related Aspects of Land Use on Islands: A Meta Perspective

  2020cites this paper
• Reconsidering Land System Changes in Borderlands: Insights from the China-ASEAN Borderland

  2020cites this paper
• The pruning phenological phase-based method for extracting tea plantations by field hyperspectral data and Landsat time series imagery

  2020cites this paper
• New JAXA High-Resolution Land Use/Land Cover Map for Vietnam Aiming for Natural Forest and Plantation Forest Monitoring

  2020cites this paper
• How Human Activity Has Changed the Regional Habitat Quality in an Eco-Economic Zone: Evidence from Poyang Lake Eco-Economic Zone, China

  2020cites this paper
• Land Cover and Land Use Change on Islands: Social & Ecological Threats to Sustainability

  2020cites this paper
• From Local to Global: A Transfer Learning-Based Approach for Mapping Poplar Plantations at Large Scale

  2020cites this paper
• Combining Radar and Optical Imagery to Map Oil Palm Plantations in Sumatra, Indonesia, Using the Google Earth Engine

  2020cites this paper
• Integrating airborne laser scanning data, space-borne radar data and digital aerial imagery to estimate aboveground carbon stock in Hyrcanian forests, Iran

  2020cites this paper
• Fractional evergreen forest cover mapping by MODIS time-series FEVC-CV methods at sub-pixel scales

  2020cites this paper
• Applicability of MODIS land cover and Enhanced Vegetation Index (EVI) for the assessment of spatial and temporal changes in strength of vegetation in tropical rainforest region of Borneo

  2020cites this paper
• Rubber production in Continental Southeast Asia : its potentialities and limitations

  2019cites this paper
• Participatory mapping of forest plantations with Open Foris and Google Earth Engine

  2019cites this paper
• Examining hickory plantation expansion and evaluating suitability for it using multitemporal satellite imagery and ancillary data

  2019cites this paper
• Measuring and modelling carbon stocks in rubber (Hevea brasiliensis) dominated landscapes in Subtropical China

  2019cites this paper
• Sampling Size Requirements to Delineate Spatial Variability of Soil Properties for Site-Specific Nutrient Management in Rubber Tree Plantations

  2019cites this paper
• Multi-sensor prediction of Eucalyptus stand volume: A support vector approach

  2019cites this paper
• Tropical Natural Forest Classification Using Time-Series Sentinel-1 and Landsat-8 Images in Hainan Island

  2019cites this paper
• JAXA Annual Forest Cover Maps for Vietnam during 2015-2018 Using ALOS-2/PALSAR-2 and Auxiliary Data

  2019cites this paper
• Plantation Mapping in Southeast Asia

  2019cites this paper
• Mapping rubber plantations in Xishuangbanna, southwest China based on the re-normalization of two Landsat-based vegetation–moisture indices and meteorological data

  2019cites this paper
• Rubber Identification Based on Blended High Spatio-Temporal Resolution Optical Remote Sensing Data: A Case Study in Xishuangbanna

  2019cites this paper
• Mapping Plantations in Myanmar by Fusing Landsat-8, Sentinel-2 and Sentinel-1 Data along with Systematic Error Quantification

  2019cites this paper
• The NDVI-CV Method for Mapping Evergreen Trees in Complex Urban Areas Using Reconstructed Landsat 8 Time-Series Data

  2019cites this paper
• Very-low altitude parasitic radar distributed on small satellites

  2018cites this paper
• A renormalized modified normalized burn ratio (RMNBR) index for detecting mature rubber plantations with Landsat-8 OLI in Xishuangbanna, China

  2018cites this paper
• The Zhoushan Islands, China, and Galapagos Islands, Ecuador: Island Sustainability and Forces of Change

  2018cites this paper
• Combined Landsat and L-Band SAR Data Improves Land Cover Classification and Change Detection in Dynamic Tropical Landscapes

  2018cites this paper
• Climate change impact assessment on the potential rubber cultivating area in the Greater Mekong Subregion

  2018cites this paper
• The challenges of using satellite data sets to assess historical land use change and associated greenhouse gas emissions: a case study of three Indonesian provinces

  2018cites this paper
• Identifying Establishment Year and Pre-Conversion Land Cover of Rubber Plantations on Hainan Island, China Using Landsat Data during 1987-2015

  2018cites this paper
• Expansion dynamics of deciduous rubber plantations in Xishuangbanna, China during 2000–2010

  2018cites this paper
• JAXA High-Resolution Land Use/Land Cover Map for Central Vietnam in 2007 and 2017

  2018cites this paper
• Monitoring rubber plantation expansion using Landsat data time series and a Shapelet-based approach

  2018cites this paper
• Monitoring rubber plantation distribution on Hainan Island using Landsat OLI imagery

  2018cites this paper
• Stand age estimation of rubber (Hevea brasiliensis) plantations using an integrated pixel- and object-based tree growth model and annual Landsat time series

  2018cites this paper
• Extracting distribution and expansion of rubber plantations from Landsat imagery using the C5.0 decision tree method

  2017influential citation
• Mapping the dynamics of eastern redcedar encroachment into grasslands during 1984–2010 through PALSAR and time series Landsat images

  2017cites this paper
• INVENTORY OF RUBBER PLANTATIONS AND IDENTIFICATION OF POTENTIAL AREAS FOR ITS CULTIVATION IN ASSAM USING HIGH RESOLUTION IRS DATA

  2017cites this paper
• An Object-Based Linear Weight Assignment Fusion Scheme to Improve Classification Accuracy Using Landsat and MODIS Data at the Decision Level

  2017cites this paper
• Hierarchical classification approach for mapping rubber tree growth using per-pixel and object-oriented classifiers with SPOT-5 imagery

  2017cites this paper
• Mapping the Expansion of Boom Crops in Mainland Southeast Asia Using Dense Time Stacks of Landsat Data

  2017cites this paper
• Mapping Torreya grandis Spatial Distribution Using High Spatial Resolution Satellite Imagery with the Expert Rules-Based Approach

  2017cites this paper
• Phenology-Based Method for Mapping Tropical Evergreen Forests by Integrating of MODIS and Landsat Imagery

  2017cites this paper
• Regional Mapping of Plantation Extent Using Multisensor Imagery

  2016cites this paper
• Optimizing Tapping-Tree Density of Rubber (Hevea brasiliensis) Plantations in South China

  2016cites this paper
• Mapping tropical forests and deciduous rubber plantations in Hainan Island, China by integrating PALSAR 25-m and multi-temporal Landsat images

  2016cites this paper
• apping tropical forests and deciduous rubber plantations in Hainan sland , China by integrating PALSAR 25m and multi-temporal andsat images

  2016cites this paper
• Mapping paddy rice planting area in rice-wetland coexistent areas through analysis of Landsat 8 OLI and MODIS images

  2016cites this paper
• Estimating Leaf Area Index of Rubber Tree Plantation Using Worldview-2 Imagery

  2016cites this paper
• Land-use change impact on time-averaged carbon balances: rubber expansion and reforestation in a biosphere reserve, South-West China.

  2016cites this paper
• Assessment of spatial uncertainty for delineating optimal soil sampling sites in rubber tree management using sequential indicator simulation

  2016cites this paper
• Mapping and monitoring forest cover changes in Lao PDR using remote sensing

  2016cites this paper
• Technical Reports Cover

  2016cites this paper
• Phenology-Based Vegetation Index Differencing for Mapping of Rubber Plantations Using Landsat OLI Data

  2015cites this paper
• Mapping paddy rice planting area in wheat-rice double-cropped areas through integration of Landsat-8 OLI, MODIS, and PALSAR images

  2015cites this paper
• Cross-border forest disturbance and the role of natural rubber in mainland Southeast Asia using annual Landsat time series

  2015cites this paper
• Mapping rubber tree plantations using a Landsat-based phenological algorithm in Xishuangbanna, southwest China

  2015cites this paper
• Difference and uncertainty of forest coverage estimation in China

  2015cites this paper
• Mapping Rubber Tree Stand Age using Pléiades Satellite Imagery: A Case Study in Talang District, Phuket, Thailand

  2015cites this paper