Joe Knight

Professor

20002020

Research output per year

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Research Output

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Article

A locally-constrained YOLO framework for detecting small and densely-distributed building footprints

Xie, Y., Cai, J., Bhojwani, R., Shekhar, S. & Knight, J., Apr 2 2020, In : International Journal of Geographical Information Science. 34, 4, p. 777-801 25 p.

Research output: Contribution to journalArticle

1 Scopus 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 2017, In : International Journal of Sustainable Built Environment. 6, 1, p. 160-169 10 p.

Research output: Contribution to journalArticle

Open Access
33 Scopus citations

Application of MODIS imagery for intra-annual water clarity assessment of Minnesota lakes

Knight, J. F. & Voth, M. L., Jul 2012, In : Remote Sensing. 4, 7, p. 2181-2198 18 p.

Research output: Contribution to journalArticle

16 Scopus citations
7 Scopus 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

30 Scopus citations
Open Access

Comparison of flow direction algorithms in the application of the cti for mapping wetlands in minnesota

Rampi, L. P., Knight, J. F. & Lenhart, C. F., Jun 2014, In : Wetlands. 34, 3, p. 513-525 13 p.

Research output: Contribution to journalArticle

14 Scopus citations

Cryptococcal genotype influences immunologic response and human clinical outcome after meningitis

Wiesner, D. L., Moskalenko, O., Corcoran, J. M., Mcdonald, T., Rolfes, M. A., Meya, D. B., Kajumbula, H., Kambugu, A., Bohjanen, P. R., Knight, J. F., Boulware, D. R. & Nielsen, K., Nov 9 2012, In : mBio. 3, 5

Research output: Contribution to journalArticle

49 Scopus citations

Detection of Stress Induced by Soybean Aphid (Hemiptera: Aphididae) Using Multispectral Imagery from Unmanned Aerial Vehicles

Marston, Z. P. D., Cira, T. M., Hodgson, E. W., Knight, J. F., MacRae, I. V., Koch, R. L. & Rondon, S., Apr 6 2020, In : Journal of economic entomology. 113, 2, p. 779-786 8 p.

Research output: Contribution to journalArticle

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

23 Scopus citations

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

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

Research output: Contribution to journalArticle

Open Access
12 Scopus citations

Historical and projected trends in landscape drivers affecting carbon dynamics in Alaska:

Pastick, N. J., Duffy, P., Genet, H., Rupp, T. S., Wylie, B. K., Johnson, K. D., Jorgenson, M. T., Bliss, N., McGuire, A. D., Jafarov, E. E. & Knight, J., Jul 2017, In : Ecological Applications. 27, 5, p. 1383-1402 20 p.

Research output: Contribution to journalArticle

11 Scopus citations

Hyperspectral aerial imagery for detecting nitrogen stress in two potato cultivars

Nigon, T. J., Mulla, D. J., Rosen, C. J., Cohen, Y., Alchanatis, V., Knight, J. & Rud, R., Mar 1 2015, In : Computers and Electronics in Agriculture. 112, p. 36-46 11 p.

Research output: Contribution to journalArticle

33 Scopus citations

Influence of multi-source and multi-temporal remotely sensed and ancillary data on the accuracy of random forest classification of wetlands in northern Minnesota

Corcoran, J. M., Knight, J. F. & Gallant, A. L., Sep 4 2013, In : Remote Sensing. 5, 7, p. 3212-3238 27 p.

Research output: Contribution to journalArticle

94 Scopus citations

Land-cover change detection using multi-temporal MODIS NDVI data

Lunetta, R. S., Knight, J. F., Ediriwickrema, J., Lyon, J. G. & Worthy, L. D., Nov 30 2006, In : Remote Sensing of Environment. 105, 2, p. 142-154 13 p.

Research output: Contribution to journalArticle

492 Scopus 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

11 Scopus citations

Mapping Impervious Cover Using Multi-Temporal MODIS NDVI Data

Knight, J. & Voth, M., Jun 2011, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 4, 2, p. 303-309 7 p.

Research output: Contribution to journalArticle

31 Scopus citations

Measurement of water colour using AVIRIS imagery to assess the potential for an operational monitoring capability in the Pamlico Sound Estuary, USA

Lunetta, R. S., Knight, J. F., Paerl, H. W., Streicher, J. J., Peierls, B. L., Gallo, T., Lyon, J. G., Mace, T. H. & Buzzelli, C. P., Jan 1 2009, In : International Journal of Remote Sensing. 30, 13, p. 3291-3314 24 p.

Research output: Contribution to journalArticle

22 Scopus citations

Prediction of early season nitrogen uptake in maize using high-resolution aerial hyperspectral imagery

Nigon, T. J., Yang, C., Paiao, G. D., Mulla, D. J., Knight, J. F. & Fernández, F. G., Apr 1 2020, In : Remote Sensing. 12, 8, 1234.

Research output: Contribution to journalArticle

Open Access

Regional scale land cover characterization using MODIS-NDVI 250 m multi-temporal imagery: A phenology-based approach

Knight, J. F., Lunetta, R. S., Ediriwickrema, J. & Khorram, S., Jan 1 2006, In : GIScience and Remote Sensing. 43, 1, p. 1-23 23 p.

Research output: Contribution to journalArticle

104 Scopus citations

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 journalArticle

1 Scopus citations

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. F., Swanson, D. K. & Jorgenson, J. C., Mar 2019, In : Global change biology. 25, 3, p. 1171-1189 19 p.

Research output: Contribution to journalArticle

19 Scopus citations

The effects of data selection and thematic detail on the accuracy of high spatial resolution wetland classifications

Knight, J. F., Tolcser, B. P., Corcoran, J. M. & Rampi, L. P., Jul 2013, In : Photogrammetric Engineering and Remote Sensing. 79, 7, p. 613-623 11 p.

Research output: Contribution to journalArticle

22 Scopus citations

The effects of point or polygon based training data on randomForest classification accuracy of wetlands

Corcoran, J., Knight, J., Pelletier, K., Rampi, L. & Wang, Y., Jan 1 2015, In : Remote Sensing. 7, 4, p. 4002-4025 24 p.

Research output: Contribution to journalArticle

16 Scopus citations

The integration of optical, topographic, and radar data for wetland mapping in northern Minnesota

Corcoran, J., Knight, J., Brisco, B., Kaya, S., Cull, A. & Murnaghan, K., Oct 2012, In : Canadian Journal of Remote Sensing. 37, 5, p. 564-582 19 p.

Research output: Contribution to journalArticle

46 Scopus citations

Using field spectral measurements to estimate chlorophyll-a in waterlogged areas of Huainan, China

Pei, W., Yao, S., Dong, S., Knight, J. F., Xu, C. & Chen, Y., Nov 2 2015, In : GIScience and Remote Sensing. 52, 6, p. 660-679 20 p.

Research output: Contribution to journalArticle

1 Scopus citations
28 Scopus citations