Implementation of machine-learning classification in remote sensing: An applied review
Machine learning offers the potential for effective and efficient classification of remotely
sensed imagery. The strengths of machine learning include the capacity to handle data of …
sensed imagery. The strengths of machine learning include the capacity to handle data of …
A survey of image classification methods and techniques for improving classification performance
Image classification is a complex process that may be affected by many factors. This paper
examines current practices, problems, and prospects of image classification. The emphasis …
examines current practices, problems, and prospects of image classification. The emphasis …
[BOOK][B] Remote sensing digital image analysis
JA Richards, JA Richards - 2022 - Springer
In a field like remote sensing image analysis, which changes so quickly, revising a long-
standing textbook is a challenge. It is important to incorporate contemporary techniques …
standing textbook is a challenge. It is important to incorporate contemporary techniques …
[BOOK][B] Principles of geographical information systems
PA Burrough, RA McDonnell, CD Lloyd - 2015 - books.google.com
Geographical data are used in so many aspects of our lives today, ranging from disaster
relief operations through to finding directions on our mobile phones. We can all be data …
relief operations through to finding directions on our mobile phones. We can all be data …
[PDF][PDF] Landscape Ecology in Theory and Practice
MG Turner - 2001 - lepicolea.wordpress.com
They may influence us as individuals by their encouragement and guidance; they may affect
their community through their untiring commitment to service and the greater good; or they …
their community through their untiring commitment to service and the greater good; or they …
[BOOK][B] Classification methods for remotely sensed data
P Mather, B Tso - 2016 - taylorfrancis.com
Since the publishing of the first edition of Classification Methods for Remotely Sensed Data
in 2001, the field of pattern recognition has expanded in many new directions that make use …
in 2001, the field of pattern recognition has expanded in many new directions that make use …
[BOOK][B] Riparia: ecology, conservation, and management of streamside communities
RJ Naiman, H Decamps, ME McClain - 2010 - books.google.com
This book describes the underlying water conditions and geologies that support viable
riparia, illustrates the ecological characteristics of riparia, and discusses how riparia are …
riparia, illustrates the ecological characteristics of riparia, and discusses how riparia are …
An assessment of the effectiveness of decision tree methods for land cover classification
Choice of a classification algorithm is generally based upon a number of factors, among
which are availability of software, ease of use, and performance, measured here by overall …
which are availability of software, ease of use, and performance, measured here by overall …
Big data for remote sensing: Challenges and opportunities
Every day a large number of Earth observation (EO) spaceborne and airborne sensors from
many different countries provide a massive amount of remotely sensed data. Those data are …
many different countries provide a massive amount of remotely sensed data. Those data are …
[BOOK][B] Open source GIS: a GRASS GIS approach
M Neteler, H Mitasova - 2002 - books.google.com
Open Source GIS: A GRASS GIS Approach was written for experienced GIS users, who want
to learn GRASS, as well as for the Open Source software users who are GIS newcomers …
to learn GRASS, as well as for the Open Source software users who are GIS newcomers …