Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

  • 6 Similar Profiles
imagery Earth & Environmental Sciences
wetland Earth & Environmental Sciences
Decision trees Engineering & Materials Science
land cover Earth & Environmental Sciences
MODIS Earth & Environmental Sciences
Remote sensing Engineering & Materials Science
Wetlands Engineering & Materials Science
image analysis Earth & Environmental Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2008 2020

lake basin
forest inventory
coastal wetland
lake basin
land cover
water quality
land use
land cover
water quality
land use

Research Output 2000 2017

6 Citations

Analysis of urban growth and sprawl from remote sensing data: Case of Fez, Morocco

El Garouani, A., Mulla, D. J., El Garouani, S. & Knight, J. Jun 1 2017 In : International Journal of Sustainable Built Environment. 6, 1, p. 160-169 10 p.

Research output: Contribution to journalArticle

Urban growth
urban sprawl
urban growth
population growth
3 Citations

Mapping and detection of land use change in a coal mining area using object-based image analysis

Pei, W., Yao, S., Knight, J. F., Dong, S., Pelletier, K., Rampi, L. P., Wang, Y. & Klassen, J. Feb 1 2017 In : Environmental Earth Sciences. 76, 3, 125

Research output: Contribution to journalArticle

coal mining
Coal mines
Land use
land use change

Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results

Jiang, Z., Li, Y., Shekhar, S., Rampi, L. & Knight, J. Nov 7 2017 GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. Association for Computing Machinery, Vol. 2017-November, 23

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Input output programs
Spatial Heterogeneity
Ensemble Learning
Vector spaces
Decision trees
12 Citations

A Semi-Automated, Multi-Source Data Fusion Update of a Wetland Inventory for East-Central Minnesota, USA

Kloiber, S. M., Macleod, R. D., Smith, A. J., Knight, J. F. & Huberty, B. J. Jan 1 2015 In : Wetlands. 35, 2, p. 335-348 14 p.

Research output: Contribution to journalArticle

Data fusion
data interpretation
wetland management
9 Citations

Focal-test-based spatial decision tree learning

Jiang, Z., Shekhar, S., Zhou, X., Knight, J. & Corcoran, J. Jun 1 2015 In : IEEE Transactions on Knowledge and Data Engineering. 27, 6, p. 1547-1559 13 p., 6963450

Research output: Contribution to journalArticle

Decision trees
Natural resources management