Application of feature selection methods and machine learning algorithms for saltmarsh biomass estimation using Worldview-2 imagery
出版年份 2019 全文链接
标题
Application of feature selection methods and machine learning algorithms for saltmarsh biomass estimation using Worldview-2 imagery
作者
关键词
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出版物
Geocarto International
Volume -, Issue -, Pages 1-25
出版商
Informa UK Limited
发表日期
2019-06-11
DOI
10.1080/10106049.2019.1624988
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Proxies for soil organic carbon derived from remote sensing
- (2017) S.M.M. Rasel et al. International Journal of Applied Earth Observation and Geoinformation
- Comparison and integration of feature reduction methods for land cover classification with RapidEye imagery
- (2017) Xianju Li et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Evaluating the utility of the medium-spatial resolution Landsat 8 multispectral sensor in quantifying aboveground biomass in uMgeni catchment, South Africa
- (2015) Timothy Dube et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping
- (2015) Koreen Millard et al. Remote Sensing
- Building Predictive Models inRUsing thecaretPackage
- (2015) Max Kuhn Journal of Statistical Software
- Modeling Tidal Marsh Distribution with Sea-Level Rise: Evaluating the Role of Vegetation, Sediment, and Upland Habitat in Marsh Resiliency
- (2014) Lisa M. Schile et al. PLoS One
- Evaluation of sensor types and environmental controls on mapping biomass of coastal marsh emergent vegetation
- (2014) Kristin B. Byrd et al. REMOTE SENSING OF ENVIRONMENT
- Managed Retreat of Saline Coastal Wetlands: Challenges and Opportunities Identified from the Hunter River Estuary, Australia
- (2013) Kerrylee Rogers et al. Estuaries and Coasts
- Wetland Accretion Rate Model of Ecosystem Resilience (WARMER) and Its Application to Habitat Sustainability for Endangered Species in the San Francisco Estuary
- (2013) Kathleen M. Swanson et al. Estuaries and Coasts
- Mangrove expansion and salt marsh decline at mangrove poleward limits
- (2013) Neil Saintilan et al. GLOBAL CHANGE BIOLOGY
- A comparison of selected classification algorithms for mapping bamboo patches in lower Gangetic plains using very high resolution WorldView 2 imagery
- (2013) Aniruddha Ghosh et al. International Journal of Applied Earth Observation and Geoinformation
- The significance and vulnerability of Australian saltmarshes: implications for management in a changing climate
- (2013) Neil Saintilan et al. MARINE AND FRESHWATER RESEARCH
- Spectroscopic Determination of Aboveground Biomass in Grasslands Using Spectral Transformations, Support Vector Machine and Partial Least Squares Regression
- (2013) Miguel Marabel et al. SENSORS
- A review of variable selection methods in Partial Least Squares Regression
- (2012) Tahir Mehmood et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Tree Species Classification in Boreal Forests With Hyperspectral Data
- (2012) Michele Dalponte et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm
- (2012) Onisimo Mutanga et al. International Journal of Applied Earth Observation and Geoinformation
- Hyperspectral analysis of mangrove foliar chemistry using PLSR and support vector regression
- (2012) Christoffer Axelsson et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Discriminating indicator grass species for rangeland degradation assessment using hyperspectral data resampled to AISA Eagle resolution
- (2012) Khalid Mansour et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Estimating Global “Blue Carbon” Emissions from Conversion and Degradation of Vegetated Coastal Ecosystems
- (2012) Linwood Pendleton et al. PLoS One
- Long-term carbon sequestration in North American peatlands
- (2012) Eville Gorham et al. QUATERNARY SCIENCE REVIEWS
- Carbon sequestration in wetland dominated coastal systems—a global sink of rapidly diminishing magnitude
- (2012) Charles S Hopkinson et al. Current Opinion in Environmental Sustainability
- Improved Forest Biomass and Carbon Estimations Using Texture Measures from WorldView-2 Satellite Data
- (2012) Sandra Eckert Remote Sensing
- A blueprint for blue carbon: toward an improved understanding of the role of vegetated coastal habitats in sequestering CO2
- (2011) Elizabeth Mcleod et al. FRONTIERS IN ECOLOGY AND THE ENVIRONMENT
- Object-oriented mapping of landslides using Random Forests
- (2011) André Stumpf et al. REMOTE SENSING OF ENVIRONMENT
- Advances in remote sensing technology and implications for measuring and monitoring forest carbon stocks and change
- (2011) Scott Goetz et al. Carbon Management
- Feature Selection for Classification of Hyperspectral Data by SVM
- (2010) Mahesh Pal et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Variable selection using random forests
- (2010) Robin Genuer et al. PATTERN RECOGNITION LETTERS
- Biogeography of Australian saltmarsh plants
- (2009) NEIL SAINTILAN AUSTRAL ECOLOGY
- Estimating aboveground biomass of grassland having a high canopy cover: an exploratory analysis of in situ hyperspectral data
- (2009) Jin Chen et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Importance of saltmarsh to fish species of a large south-eastern Australian estuary during a spring tide cycle
- (2009) Margaret E. Platell et al. MARINE AND FRESHWATER RESEARCH
- Plant community, primary productivity, and environmental conditions following wetland re-establishment in the Sacramento-San Joaquin Delta, California
- (2009) Robin L. Miller et al. WETLANDS ECOLOGY AND MANAGEMENT
- Why is marsh productivity so high? New insights from eddy covariance and biomass measurements in a Typha marsh
- (2008) Adrian V. Rocha et al. AGRICULTURAL AND FOREST METEOROLOGY
- Downscaling and Forecasting of Evapotranspiration Using a Synthetic Model of Wavelets and Support Vector Machines
- (2008) Y.H. Kaheil et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
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