Study on species invasion warning modeling using GIS and data mining

Hao Chen; Lijun Chen; Jiatian Li; Thomas P. Albright; Qinfeng Guo

doi:10.1117/12.751358

14 November 2007 Study on species invasion warning modeling using GIS and data mining

Hao Chen, Lijun Chen, Jiatian Li, Thomas P. Albright, Qinfeng Guo

Proceedings Volume 6790, MIPPR 2007: Remote Sensing and GIS Data Processing and Applications; and Innovative Multispectral Technology and Applications; 67903F (2007) https://doi.org/10.1117/12.751358
Event: International Symposium on Multispectral Image Processing and Pattern Recognition, 2007, Wuhan, China

Abstract

Biological invasion has been one of the most dramatic ecological even in human history that threatens our economy, public health and ecological integrity. GIS and Remote Sensing technology should be integrated with spatial data mining to recognize the patterns of invasive species over space and time and predict the distribution at the large-scale. Presented with the challenge of problems during the prediction modeling including the uncertainty in biodiversity data, the uncertainty in model selection, and the uncertainty in niche cross the geographic space, this paper used information-theoretic approaches based on a set of GIS/RS environment layers to generate two kinds of species invasion warning models: global species invasion warning model (G-SIWM) and local species invasion warning model (L-SIWM) and illustrated the approach through a habitat-suitability analysis of ragweed (Ambrosia artemisiifolia L.).

Citation Download Citation

Hao Chen, Lijun Chen, Jiatian Li, Thomas P. Albright, and Qinfeng Guo "Study on species invasion warning modeling using GIS and data mining", Proc. SPIE 6790, MIPPR 2007: Remote Sensing and GIS Data Processing and Applications; and Innovative Multispectral Technology and Applications, 67903F (14 November 2007); https://doi.org/10.1117/12.751358

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
7 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Data modeling

Animal model studies

Geographic information systems

Data mining

Remote sensing

Agriculture

Statistical modeling

Show All Keywords

Keywords/Phrases

Search In:

Publication Years