Joe Knight

Professor

20002020

Research output per year

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Research Output

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
Chapter

Theory and applications of object-based image analysis and emerging methods in wetland mapping

Knight, J. F., Corcoran, J. M., Rampi, L. P. & Pelletier, K. C., Jan 1 2015, Remote Sensing of Wetlands: Applications and Advances. CRC Press, p. 175-194 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

6 Scopus citations
Conference article

Focal-test-based spatial decision tree learning: A summary of results

Jiang, Z., Shekhar, S., Zhou, X., Knight, J. & Corcoran, J., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 320-329 10 p., 6729516.

Research output: Contribution to journalConference article

14 Scopus citations
Conference contribution

An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA

Pelletier, K. C. & Knight, J. K., Nov 4 2014, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., p. 1971-1974 4 p. 6946847. (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

1 Scopus citations

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. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

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

5 Scopus citations

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

3 Scopus citations

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

Lunetta, R. S., Knight, J. F. & Ediriwickrema, J., Dec 1 2005, Proceedings of the Third International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 2005. p. 191-194 4 p. 1469870. (Proceedings of the Third International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 2005; vol. 2005).

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

5 Scopus citations

Learning a spatial ensemble of classifiers for raster classification: A summary of results

Jiang, Z., Shekhar, S., Kamzin, A. & Knight, J., Jan 26 2015, Proceedings - 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014. Zhou, Z-H., Wang, W., Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. IEEE Computer Society, p. 15-18 4 p. 7022572. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2015-January, no. January).

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

2 Scopus citations

Learning spatial decision tree for geographical classification: A summary of results

Jiang, Z., Shekhar, S., Mohan, P., Knight, J. & Corcoran, J., Dec 1 2012, 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2012. p. 390-393 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

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

12 Scopus citations

Mapping impervious cover using multi-temporal MODIS NDVI data

Knight, J. & Voth, M., Jan 1 2009, 5th International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 2009, MultiTemp 2009. Civco, D. L. (ed.). MultiTemp 2009, p. 247-248 2 p. (5th International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 2009, MultiTemp 2009).

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

Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year

Wang, Y., Knight, J., Rampi, L. P. & Cao, R., Nov 4 2014, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., p. 4343-4346 4 p. 6947451. (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

1 Scopus citations

Revolutionizing tree management via intelligent spatial techniques

Xie, Y., Shekhar, S., Feiock, R. & Knight, J., Nov 5 2019, 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2019. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (eds.). Association for Computing Machinery, p. 71-74 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

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

Open Access
1 Scopus citations

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

Jiang, Z., Li, Y., Shekhar, S., Rampi, L. P. & Knight, J., Nov 7 2017, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. Ravada, S., Hoel, E., Tamassia, R., Newsam, S., Trajcevski, G. & Trajcevski, G. (eds.). Association for Computing Machinery, 23. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 2017-November).

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

5 Scopus citations
Letter

An experimental assessment of minimum mapping unit size

Knight, J. F. & Lunetta, R. S., Sep 1 2003, In : IEEE Transactions on Geoscience and Remote Sensing. 41, 9 PART II, p. 2132-2134 3 p.

Research output: Contribution to journalLetter

34 Scopus citations
Paper

Issues involved in the accuracy assessment of large scale land use/land cover mapping from remotely sensed data

Khorram, S., Knight, J., Dai, X. L., Yuan, H., Cakir, H. & Mao, Z., Dec 1 2000, p. 1987-1989. 3 p.

Research output: Contribution to conferencePaper

1 Scopus citations
Review article

An assessment of reference data variability using a "Virtual Field Reference Database"

Lunetta, R. S., Liames, J., Knight, J., Congalton, R. G. & Mace, T. H., Jan 1 2001, In : Photogrammetric Engineering and Remote Sensing. 67, 6, p. 707-715 9 p.

Research output: Contribution to journalReview article

27 Scopus citations