4.7 Article

Decision-Tree, Rule-Based, and Random Forest Classification of High-Resolution Multispectral Imagery for Wetland Mapping and Inventory

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Geography, Physical

Remote sensing for wetland classification: a comprehensive review

Sahel Mahdavi et al.

GISCIENCE & REMOTE SENSING (2018)

Article Environmental Sciences

The Selenga River delta: a geochemical barrier protecting Lake Baikal waters

Sergey Chalov et al.

REGIONAL ENVIRONMENTAL CHANGE (2017)

Article Geosciences, Multidisciplinary

Enhancing protection for vulnerable waters

Irena F. Creed et al.

NATURE GEOSCIENCE (2017)

Review Chemistry, Analytical

A Review of Wetland Remote Sensing

Meng Guo et al.

SENSORS (2017)

Review Geography, Physical

Random forest in remote sensing: A review of applications and future directions

Mariana Belgiu et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)

Review Environmental Sciences

Object-Based Image Analysis in Wetland Research: A Review

Iryna Dronova

REMOTE SENSING (2015)

Article Biodiversity Conservation

Using unclassified continuous remote sensing data to improve distribution models of red-listed plant species

Miia Parviainen et al.

BIODIVERSITY AND CONSERVATION (2013)

Article Geography, Physical

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

V. F. Rodriguez-Galiano et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2012)

Article Chemistry, Analytical

Gold mining impact on riverine heavy metal transport in a sparsely monitored region: the upper Lake Baikal Basin case

Josefin Thorslund et al.

JOURNAL OF ENVIRONMENTAL MONITORING (2012)

Article Environmental Sciences

How wetland type and area differ through scale: A GEOBIA case study in Alberta's Boreal Plains

Ryan P. Powers et al.

REMOTE SENSING OF ENVIRONMENT (2012)

Article Computer Science, Artificial Intelligence

Combining bagging, boosting, rotation forest and random subspace methods

Sotiris Kotsiantis

ARTIFICIAL INTELLIGENCE REVIEW (2011)

Review Geography, Physical

Support vector machines in remote sensing: A review

Giorgos Mountrakis et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2011)

Article Environmental Sciences

Remote Sensing of Wetlands: Case Studies Comparing Practical Techniques

Victor Klemas

JOURNAL OF COASTAL RESEARCH (2011)

Article Environmental Sciences

Object-oriented mapping of landslides using Random Forests

Andre Stumpf et al.

REMOTE SENSING OF ENVIRONMENT (2011)

Article Computer Science, Information Systems

An object-based conceptual framework and computational method for representing and analyzing coastal morphological changes

Hongxing Liu et al.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2010)

Article Environmental Sciences

Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review

Elhadi Adam et al.

WETLANDS ECOLOGY AND MANAGEMENT (2010)

Article Biology

Climate Change and the World's Sacred Sea-Lake Baikal, Siberia

Marianne V. Moore et al.

BIOSCIENCE (2009)

Article Geography, Physical

Region based segmentation of QuickBird multispectral imagery through band ratios and fuzzy comparison

Ben Wuest et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2009)

Article Environmental Sciences

Detection of Cypress Canopies in the Florida Panhandle Using Subpixel Analysis and GIS

Jialing Wang et al.

REMOTE SENSING (2009)

Article Geography, Physical

Seasonal and spatial distribution of heavy metals in the Selenga River Delta

Z. I. Khazheeva et al.

JOURNAL OF GEOGRAPHICAL SCIENCES (2008)

Review Remote Sensing

Towards a strategy to implement the Canadian Wetland Inventory using satellite remote sensing

Richard A. Fournier et al.

CANADIAN JOURNAL OF REMOTE SENSING (2007)

Article Soil Science

The soil cover of the Selenga delta area in the Baikal region

A. B. Gyninova et al.

EURASIAN SOIL SCIENCE (2006)

Article Remote Sensing

A rule-based method for mapping Canada's wetlands using optical, radar and DEM data

JH Li et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2005)

Article Environmental Sciences

Thematic accuracy of the 1992 National Land-Cover Data for the western United States

JD Wickham et al.

REMOTE SENSING OF ENVIRONMENT (2004)

Article Remote Sensing

Land cover mapping principles: a return to interpretation fundamentals

RB King

INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)

Article Remote Sensing

Mapping tropical coastal vegetation using JERS-1 and ERS-1 radar data with a decision tree classifier

M Simard et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Environmental Sciences

Multiple criteria for evaluating machine learning algorithms for land cover classification from satellite data

RS DeFries et al.

REMOTE SENSING OF ENVIRONMENT (2000)

Article Remote Sensing

Global land cover classification at 1km spatial resolution using a classification tree approach

MC Hansen et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2000)