Projects per year
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.
- 3 Similar Profiles
imagery
Earth & Environmental Sciences
wetland
Earth & Environmental Sciences
Wetlands
Engineering & Materials Science
land cover
Earth & Environmental Sciences
Remote sensing
Engineering & Materials Science
MODIS
Earth & Environmental Sciences
image analysis
Earth & Environmental Sciences
Decision trees
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2008 2023
Water and Wetland Dynamics in Minnesota
U.S. Environmental Protection Agency
10/1/19 → 9/30/21
Project: Research project
wetland
water
MinnesotaView - Remote Sensing Research, Education, and Outreach
9/18/18 → 9/17/23
Project: Research project
education
remote sensing
A multi-scale, multi-temporal approach for identifying l
USDI FISH AND WILDLIFE SERVICE
5/11/18 → 9/30/21
Project: Research project
landscape change
lake basin
Wetland Habitat Assessment in the Great Lakes Basin
Minnesota Department of Natural Resources
10/25/17 → 7/31/20
Project: Research project
wetland
habitat
lake basin
Linking land use, land cover, and change to water qualit
USDA NORTHERN RESEARCH STATION
9/3/15 → 9/2/20
Project: Research project
land cover
water quality
land use
lake
Research Output 2000 2019
A locally-constrained YOLO framework for detecting small and densely-distributed building footprints
Xie, Y., Cai, J., Bhojwani, R., Shekhar, S. & Knight, J., Jan 1 2019, In : International Journal of Geographical Information Science.Research output: Contribution to journal › Article
footprint
solar energy
Urban planning
urban planning
Solar energy
Spatial ensemble learning for heterogeneous geographic data with class ambiguity
Jiang, Z., Sainju, A. M., Li, Y., Shekhar, S. & Knight, J., Aug 2019, In : ACM Transactions on Intelligent Systems and Technology. 10, 4, 43.Research output: Contribution to journal › Article
Ensemble Learning
Wetlands
Vector spaces
Autocorrelation
Classifiers
13
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 journal › Article
Ecosystems
Remote sensing
remote sensing
wildfire
ecosystem
2
Citations
(Scopus)
An unsupervised augmentation framework for deep learning based geospatial object detection: A summary of results
Xie, Y., Bhojwani, R. K., 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. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Object Detection
Augmentation
learning
Urban planning
agricultural management
1
Citation
(Scopus)
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 proceeding › Conference contribution
Remote sensing
Urban planning
Computational efficiency
Experiments
Datasets
Duluth 1-Meter Land Cover Classification (Urban Focused)
Host, T. K., Knight, J., Rampi, L. P., Data Repository for the University of Minnesota, 2016
DOI: 10.13020/D6PC72, http://doi.org/10.13020/D6PC72
Dataset
2015 Twin Cities Metropolitan Area Urban Tree Canopy Assessment
Host, T., Knight, J., Rampi, L., Data Repository for the University of Minnesota, 2017
DOI: 10.13020/D6C016, http://doi.org/10.13020/D6C016
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
DOI: 10.13020/D6DW2V, http://doi.org/10.13020/D6DW2V
Dataset
Minnesota Land Cover Classification and Impervious Surface Area by Landsat and Lidar: 2013 Update
Bauer, M., Knight, J., Rampi, L. P., Data Repository for the University of Minnesota, 2016
DOI: 10.13020/D6JP4S, http://doi.org/10.13020/D6JP4S
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
DOI: 10.13020/D6959B, http://doi.org/10.13020/D6959B
Dataset