Combined Landsat and L-Band SAR Data Improves Land Cover Classification and Change Detection in Dynamic Tropical Landscapes
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Title
Combined Landsat and L-Band SAR Data Improves Land Cover Classification and Change Detection in Dynamic Tropical Landscapes
Authors
Keywords
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Journal
Remote Sensing
Volume 10, Issue 2, Pages 306
Publisher
MDPI AG
Online
2018-02-20
DOI
10.3390/rs10020306
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Note: Only part of the references are listed.- Characterizing commercial oil palm expansion in Latin America: land use change and trade
- (2017) Paul Richard Furumo et al. Environmental Research Letters
- Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data
- (2017) Nataliia Kussul et al. IEEE Geoscience and Remote Sensing Letters
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- (2017) Tejas Bhagwat et al. PLoS One
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- (2016) Bangqian Chen et al. International Journal of Applied Earth Observation and Geoinformation
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- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Surveys in southern Myanmar indicate global importance for tigers and biodiversity
- (2016) Saw Soe Aung et al. ORYX
- Combining satellite data for better tropical forest monitoring
- (2016) Johannes Reiche et al. Nature Climate Change
- Regional Mapping of Plantation Extent Using Multisensor Imagery
- (2016) Nathan Torbick et al. Remote Sensing
- Mapping Distinct Forest Types Improves Overall Forest Identification Based on Multi-Spectral Landsat Imagery for Myanmar’s Tanintharyi Region
- (2016) Grant Connette et al. Remote Sensing
- A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring
- (2016) Neha Joshi et al. Remote Sensing
- Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art
- (2016) Liangpei Zhang et al. IEEE Geoscience and Remote Sensing Magazine
- Land cover distribution in the peatlands of Peninsular Malaysia, Sumatra and Borneo in 2015 with changes since 1990
- (2016) Jukka Miettinen et al. Global Ecology and Conservation
- The Impacts of Oil Palm on Recent Deforestation and Biodiversity Loss
- (2016) Varsha Vijay et al. PLoS One
- Free and open-access satellite data are key to biodiversity conservation
- (2015) W. Turner et al. BIOLOGICAL CONSERVATION
- Social reform and a growing crisis for southern Myanmar's unique forests
- (2015) Paul F. Donald et al. CONSERVATION BIOLOGY
- Current trends of rubber plantation expansion may threaten biodiversity and livelihoods
- (2015) Antje Ahrends et al. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
- Forest cover maps of China in 2010 from multiple approaches and data sources: PALSAR, Landsat, MODIS, FRA, and NFI
- (2015) Yuanwei Qin et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Research note: Sankey diagrams for visualizing land cover dynamics
- (2015) Nicholas Cuba LANDSCAPE AND URBAN PLANNING
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- SAR and optical remote sensing: Assessment of complementarity and interoperability in the context of a large-scale operational forest monitoring system
- (2015) Eric A. Lehmann et al. REMOTE SENSING OF ENVIRONMENT
- Mapping Deciduous Rubber Plantation Areas and Stand Ages with PALSAR and Landsat Images
- (2015) Weili Kou et al. Remote Sensing
- The distribution and conservation of Gurney’s Pitta Pitta gurneyi in Myanmar
- (2014) PAUL F. DONALD et al. BIRD CONSERVATION INTERNATIONAL
- Pixel-Based Image Compositing for Large-Area Dense Time Series Applications and Science
- (2014) J. C. White et al. CANADIAN JOURNAL OF REMOTE SENSING
- Ten ways remote sensing can contribute to conservation
- (2014) Robert A. Rose et al. CONSERVATION BIOLOGY
- A 50-m Forest Cover Map in Southeast Asia from ALOS/PALSAR and Its Application on Forest Fragmentation Assessment
- (2014) Jinwei Dong et al. PLoS One
- Operational performance of the ALOS global systematic acquisition strategy and observation plans for ALOS-2 PALSAR-2
- (2014) A. Rosenqvist et al. REMOTE SENSING OF ENVIRONMENT
- Good practices for estimating area and assessing accuracy of land change
- (2014) Pontus Olofsson et al. REMOTE SENSING OF ENVIRONMENT
- Agricultural expansion and its impacts on tropical nature
- (2014) William F. Laurance et al. TRENDS IN ECOLOGY & EVOLUTION
- Relative Contributions of the Logging, Fiber, Oil Palm, and Mining Industries to Forest Loss in Indonesia
- (2014) Sinan A. Abood et al. Conservation Letters
- Landsat 8 Operational Land Imager On-Orbit Geometric Calibration and Performance
- (2014) James Storey et al. Remote Sensing
- Biodiversity Conservation in a Changing Climate: A Review of Threats and Implications for Conservation Planning in Myanmar
- (2013) Madhu Rao et al. AMBIO
- Deforestation in the Ayeyarwady Delta and the conservation implications of an internationally-engaged Myanmar
- (2013) Edward L. Webb et al. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
- Feature Level Fusion of Multi-Temporal ALOS PALSAR and Landsat Data for Mapping and Monitoring of Tropical Deforestation and Forest Degradation
- (2013) Johannes Reiche et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping
- (2013) Patrick Griffiths et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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- (2013) Zhen Zhen et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Multi-Sensor Data Fusion for Modeling African Palm in the Ecuadorian Amazon
- (2013) Carolina Santos et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- Crop Expansion and Conservation Priorities in Tropical Countries
- (2013) Ben Phalan et al. PLoS One
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- (2013) Jinwei Dong et al. REMOTE SENSING OF ENVIRONMENT
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- Using multiscale texture information from ALOS PALSAR to map tropical forest
- (2012) Preesan Rakwatin et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
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- A comparison of forest cover maps in Mainland Southeast Asia from multiple sources: PALSAR, MERIS, MODIS and FRA
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- A review of large area monitoring of land cover change using Landsat data
- (2012) Matthew C. Hansen et al. REMOTE SENSING OF ENVIRONMENT
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- (2012) Víctor Hugo Gutiérrez-Vélez et al. REMOTE SENSING OF ENVIRONMENT
- Environment-Friendly Reform in Myanmar
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- (2012) Kimberly M. Carlson et al. Nature Climate Change
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- (2011) De-Li Zhai et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Solutions for a cultivated planet
- (2011) Jonathan A. Foley et al. NATURE
- Global food demand and the sustainable intensification of agriculture
- (2011) D. Tilman et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Separability of insular Southeast Asian woody plantation species in the 50 m resolution ALOS PALSAR mosaic product
- (2011) Jukka Miettinen et al. Remote Sensing Letters
- Large-Area Classification and Mapping of Forest and Land Cover in the Brazilian Amazon: A Comparative Analysis of ALOS/PALSAR and Landsat Data Sources
- (2010) Wayne S. Walker et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Generating Large-Scale High-Quality SAR Mosaic Datasets: Application to PALSAR Data for Global Monitoring
- (2010) Masanobu Shimada et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- A systematic analysis of performance measures for classification tasks
- (2009) Marina Sokolova et al. INFORMATION PROCESSING & MANAGEMENT
- Using dual‐polarized ALOS PALSAR data for detecting new fronts of deforestation in the Brazilian Amazônia
- (2009) R. Almeida‐Filho et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Where the rubber meets the garden
- (2009) Jane Qiu NATURE
- The Rubber Juggernaut
- (2009) A. D. Ziegler et al. SCIENCE
- Economics of smallholder rubber expansion in Northern Laos
- (2008) Vongpaphane Manivong et al. AGROFORESTRY SYSTEMS
- How much palm oil do we need?
- (2008) R.H.V. Corley ENVIRONMENTAL SCIENCE & POLICY
- Past, present and future land-use in Xishuangbanna, China and the implications for carbon dynamics
- (2008) Hongmei Li et al. FOREST ECOLOGY AND MANAGEMENT
- Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000
- (2008) Navin Ramankutty et al. GLOBAL BIOGEOCHEMICAL CYCLES
- How will oil palm expansion affect biodiversity?
- (2008) E FITZHERBERT et al. TRENDS IN ECOLOGY & EVOLUTION
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