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2020 – today
- 2023
[j16]Connor J. Anderson, Daniel Heins, Keith C. Pelletier, Joseph F. Knight
:
Improving Machine Learning Classifications of Phragmites australis Using Object-Based Image Analysis. Remote. Sens. 15(4): 989 (2023)- [j15]Connor J. Anderson, Daniel Heins, Keith C. Pelletier, Joseph F. Knight:
Using Voting-Based Ensemble Classifiers to Map Invasive Phragmites australis. Remote. Sens. 15(14): 3511 (2023) - 2022
- [j14]Audrey C. Lothspeich, Joseph F. Knight:
The Applicability of LandTrendr to Surface Water Dynamics: A Case Study of Minnesota from 1984 to 2019 Using Google Earth Engine. Remote. Sens. 14(11): 2662 (2022) - 2021
- [j13]Michael Battaglia, Sarah N. Banks, Amir Behnamian, Laura L. Bourgeau-Chavez, Brian Brisco, Jennifer Corcoran, Zhaohua Chen, Brian Huberty, James Klassen, Joseph F. Knight, Paul Morin, Kevin Murnaghan, Keith C. Pelletier, Lori White:
Multi-Source EO for Dynamic Wetland Mapping and Monitoring in the Great Lakes Basin. Remote. Sens. 13(4): 599 (2021) - [j12]Connor J. Anderson, Daniel Heins, Keith C. Pelletier, Julia L. Bohnen, Joseph F. Knight:
Mapping Invasive Phragmites australis Using Unoccupied Aircraft System Imagery, Canopy Height Models, and Synthetic Aperture Radar. Remote. Sens. 13(16): 3303 (2021) - 2020
- [j11]Yiqun Xie, Jiannan Cai, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight:
A locally-constrained YOLO framework for detecting small and densely-distributed building footprints. Int. J. Geogr. Inf. Sci. 34(4): 777-801 (2020) - [j10]Tyler J. Nigon, Ce Yang, Gabriel Dias Paiao, David J. Mulla, Joseph F. Knight, Fabián G. Fernández:
Prediction of Early Season Nitrogen Uptake in Maize Using High-Resolution Aerial Hyperspectral Imagery. Remote. Sens. 12(8): 1234 (2020) - [j9]Trevor K. Host, Matthew B. Russell, Marcella A. Windmuller-Campione, Robert A. Slesak, Joseph F. Knight:
Ash Presence and Abundance Derived from Composite Landsat and Sentinel-2 Time Series and Lidar Surface Models in Minnesota, USA. Remote. Sens. 12(8): 1341 (2020)
2010 – 2019
- 2019
- [j8]Zhe Jiang, Arpan Man Sainju, Yan Li, Shashi Shekhar, Joseph F. Knight:
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity. ACM Trans. Intell. Syst. Technol. 10(4): 43:1-43:25 (2019) - [c9]Yiqun Xie, Shashi Shekhar, Richard Feiock, Joseph F. Knight:
Revolutionizing Tree Management via Intelligent Spatial Techniques. SIGSPATIAL/GIS 2019: 71-74 - 2018
- [c8]Yiqun Xie, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight:
An unsupervised augmentation framework for deep learning based geospatial object detection: a summary of results. SIGSPATIAL/GIS 2018: 349-358 - [c7]Yiqun Xie, Han Bao, Shashi Shekhar, Joseph F. Knight:
A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets. ICDM 2018: 1344-1349 - 2017
- [c6]Zhe Jiang, Yan Li, Shashi Shekhar, Lian P. Rampi, Joseph F. Knight:
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results. SIGSPATIAL/GIS 2017: 23:1-23:10 - 2015
- [j7]Tyler J. Nigon, David J. Mulla, Carl J. Rosen, Yafit Cohen, Victor Alchanatis, Joseph F. Knight, Ronit Rud:
Hyperspectral aerial imagery for detecting nitrogen stress in two potato cultivars. Comput. Electron. Agric. 112: 36-46 (2015) - [j6]Jennifer Corcoran, Joseph F. Knight, Keith C. Pelletier, Lian P. Rampi, Yan Wang:
The Effects of Point or Polygon Based Training Data on RandomForest Classification Accuracy of Wetlands. Remote. Sens. 7(4): 4002-4025 (2015) - [j5]Zhe Jiang, Shashi Shekhar, Xun Zhou, Joseph F. Knight, Jennifer Corcoran:
Focal-Test-Based Spatial Decision Tree Learning. IEEE Trans. Knowl. Data Eng. 27(6): 1547-1559 (2015) - 2014
- [c5]Zhe Jiang, Shashi Shekhar, Azamat Kamzin, Joseph F. Knight:
Learning a Spatial Ensemble of Classifiers for Raster Classification: A Summary of Results. ICDM Workshops 2014: 15-18 - [c4]Keith C. Pelletier, Joseph F. Knight:
An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA. IGARSS 2014: 1971-1974 - [c3]Yan Wang, Joseph F. Knight, Lian P. Rampi, Rong Cao:
Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year. IGARSS 2014: 4343-4346 - 2013
- [j4]Jennifer Marie Corcoran, Joseph F. Knight, Alisa L. Gallant:
Influence of Multi-Source and Multi-Temporal Remotely Sensed and Ancillary Data on the Accuracy of Random Forest Classification of Wetlands in Northern Minnesota. Remote. Sens. 5(7): 3212-3238 (2013) - [c2]Zhe Jiang, Shashi Shekhar, Xun Zhou, Joseph F. Knight, Jennifer Corcoran:
Focal-Test-Based Spatial Decision Tree Learning: A Summary of Results. ICDM 2013: 320-329 - 2012
- [j3]Joseph F. Knight, Margaret L. Voth:
Application of MODIS Imagery for Intra-Annual Water Clarity Assessment of Minnesota Lakes. Remote. Sens. 4(7): 2181-2198 (2012) - [c1]Zhe Jiang, Shashi Shekhar, Pradeep Mohan, Joseph F. Knight, Jennifer Corcoran:
Learning spatial decision tree for geographical classification: a summary of results. SIGSPATIAL/GIS 2012: 390-393 - 2011
- [j2]Joseph F. Knight, Margaret L. Voth:
Mapping Impervious Cover Using Multi-Temporal MODIS NDVI Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(2): 303-309 (2011)
2000 – 2009
- 2003
- [j1]Joseph F. Knight, Ross S. Lunetta:
An experimental assessment of minimum mapping unit size. IEEE Trans. Geosci. Remote. Sens. 41(9): 2132-2134 (2003)
Coauthor Index
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