Joe Knight

20002023
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Projects 2008 2023

education
remote sensing
landscape change
lake basin
wetland
habitat
lake basin
land cover
water quality
land use
lake

Deer Habitat Study

Del Giudice, G. D. & Knight, J.

Minnesota Department of Natural Resources

7/10/186/30/19

Project: Research project

deer
habitat

Research Output 2000 2019

footprint
solar energy
Urban planning
urban planning
Solar energy
9 Citations (Scopus)

Spatiotemporal remote sensing of ecosystem change and causation across Alaska

Pastick, N. J., Jorgenson, M. T., Goetz, S. J., Jones, B. M., Wylie, B. K., Minsley, B. J., Genet, H., Knight, J., Swanson, D. K. & Jorgenson, J. C., Mar 1 2019, In : Global change biology. 25, 3, p. 1171-1189 19 p.

Research output: Contribution to journalArticle

Ecosystems
Remote sensing
remote sensing
wildfire
ecosystem
1 Citation (Scopus)

An unsupervised augmentation framework for deep learning based geospatial object detection: A summary of results

Xie, Y., Bhojwani, R., Shekhar, S. & Knight, J., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 349-358 10 p.

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

Object Detection
Augmentation
learning
Urban planning
agricultural management

A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets

Xie, Y., Bao, H., Shekhar, S. & Knight, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1344-1349 6 p. 8594992. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Remote sensing
Urban planning
Computational efficiency
Experiments
7 Citations (Scopus)

Harmonic regression of Landsat time series for modeling attributes from national forest inventory data

Wilson, B. T., Knight, J. & McRoberts, R. E., Mar 1 2018, In : ISPRS Journal of Photogrammetry and Remote Sensing. 137, p. 29-46 18 p.

Research output: Contribution to journalArticle

forest inventory
Landsat
regression analysis
Time series
time series

Datasets

2015 Twin Cities Metropolitan Area Urban Tree Canopy Assessment

Host, T., Knight, J., Rampi, L., Data Repository for the University of Minnesota, 2017

Dataset

Duluth 1-Meter Land Cover Classification (Urban Focused)

Host, T. K., Knight, J., Rampi, L. P., Data Repository for the University of Minnesota, 2016

Dataset

Rochester 1-Meter Land Cover Classification (Urban Focused)

Host, T. K., Knight, J., Rampi, L. P., Data Repository for the University of Minnesota, 2016

Dataset

Twin Cities Metropolitan Area 1-Meter Land Cover Classification (Urban Focused)

Host, T. K., Knight, J., Rampi, L. P., Data Repository for the University of Minnesota, 2016

Dataset