An experimental assessment of minimum mapping unit size. - Joseph F. Knight; Ross S. Lunetta (IEEE Trans. Geosci. Remote. Sens., 2003)

Mapping Impervious Cover Using Multi-Temporal MODIS NDVI Data. - Joseph F. Knight; Margaret L. Voth (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Learning spatial decision tree for geographical classification: a summary of results. - Zhe Jiang 001; Shashi Shekhar 001; Pradeep Mohan; Joseph F. Knight; Jennifer Corcoran (SIGSPATIAL/GIS, 2012)

Application of MODIS Imagery for Intra-Annual Water Clarity Assessment of Minnesota Lakes. - Joseph F. Knight; Margaret L. Voth (Remote. Sens., 2012)

Focal-Test-Based Spatial Decision Tree Learning: A Summary of Results. - Zhe Jiang 001; Shashi Shekhar 001; Xun Zhou 001; Joseph F. Knight; Jennifer Corcoran (ICDM, 2013)

Influence of Multi-Source and Multi-Temporal Remotely Sensed and Ancillary Data on the Accuracy of Random Forest Classification of Wetlands in Northern Minnesota. - Jennifer Marie Corcoran; Joseph F. Knight; Alisa L. Gallant (Remote. Sens., 2013)

Learning a Spatial Ensemble of Classifiers for Raster Classification: A Summary of Results. - Zhe Jiang 001; Shashi Shekhar 001; Azamat Kamzin; Joseph F. Knight (ICDM Workshops, 2014)

An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA. - Keith C. Pelletier; Joseph F. Knight (IGARSS, 2014)

Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year. - Yan Wang; Joseph F. Knight; Lian P. Rampi; Rong Cao (IGARSS, 2014)

Hyperspectral aerial imagery for detecting nitrogen stress in two potato cultivars. - Tyler J. Nigon; David J. Mulla; Carl J. Rosen; Yafit Cohen; Victor Alchanatis; Joseph F. Knight; Ronit Rud (Comput. Electron. Agric., 2015)

The Effects of Point or Polygon Based Training Data on RandomForest Classification Accuracy of Wetlands. - Jennifer Corcoran; Joseph F. Knight; Keith C. Pelletier; Lian P. Rampi; Yan Wang (Remote. Sens., 2015)

Focal-Test-Based Spatial Decision Tree Learning. - Zhe Jiang 001; Shashi Shekhar 001; Xun Zhou 001; Joseph F. Knight; Jennifer Corcoran (IEEE Trans. Knowl. Data Eng., 2015)

Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results. - Zhe Jiang 001; Yan Li 049; Shashi Shekhar 001; Lian P. Rampi; Joseph F. Knight (SIGSPATIAL/GIS, 2017)

An unsupervised augmentation framework for deep learning based geospatial object detection: a summary of results. - Yiqun Xie; Rahul Bhojwani; Shashi Shekhar 001; Joseph F. Knight (SIGSPATIAL/GIS, 2018)

A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets. - Yiqun Xie; Han Bao 003; Shashi Shekhar 001; Joseph F. Knight (ICDM, 2018)

Revolutionizing Tree Management via Intelligent Spatial Techniques. - Yiqun Xie; Shashi Shekhar 001; Richard Feiock; Joseph F. Knight (SIGSPATIAL/GIS, 2019)

Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity. - Zhe Jiang 001; Arpan Man Sainju; Yan Li 049; Shashi Shekhar 001; Joseph F. Knight (ACM Trans. Intell. Syst. Technol., 2019)

A locally-constrained YOLO framework for detecting small and densely-distributed building footprints. - Yiqun Xie; Jiannan Cai; Rahul Bhojwani; Shashi Shekhar 001; Joseph F. Knight (Int. J. Geogr. Inf. Sci., 2020)

Ash Presence and Abundance Derived from Composite Landsat and Sentinel-2 Time Series and Lidar Surface Models in Minnesota, USA. - Trevor K. Host; Matthew B. Russell; Marcella A. Windmuller-Campione; Robert A. Slesak; Joseph F. Knight (Remote. Sens., 2020)

Prediction of Early Season Nitrogen Uptake in Maize Using High-Resolution Aerial Hyperspectral Imagery. - Tyler J. Nigon; Ce Yang; Gabriel Dias Paiao; David J. Mulla; Joseph F. Knight; Fabián G. Fernández (Remote. Sens., 2020)

Mapping Invasive Phragmites australis Using Unoccupied Aircraft System Imagery, Canopy Height Models, and Synthetic Aperture Radar. - Connor J. Anderson; Daniel Heins; Keith C. Pelletier; Julia L. Bohnen; Joseph F. Knight (Remote. Sens., 2021)

Multi-Source EO for Dynamic Wetland Mapping and Monitoring in the Great Lakes Basin. - Michael Battaglia; Sarah N. Banks; Amir Behnamian; Laura L. Bourgeau-Chavez; Brian Brisco; Jennifer Corcoran; Zhaohua Chen 002; Brian Huberty; James Klassen; Joseph F. Knight; Paul Morin; Kevin Murnaghan; et al. (Remote. Sens., 2021)

The Applicability of LandTrendr to Surface Water Dynamics: A Case Study of Minnesota from 1984 to 2019 Using Google Earth Engine. - Audrey C. Lothspeich; Joseph F. Knight (Remote. Sens., 2022)

Improving Machine Learning Classifications of Phragmites australis Using Object-Based Image Analysis. - Connor J. Anderson; Daniel Heins; Keith C. Pelletier; Joseph F. Knight (Remote. Sens., 2023)

Using Voting-Based Ensemble Classifiers to Map Invasive Phragmites australis. - Connor J. Anderson; Daniel Heins; Keith C. Pelletier; Joseph F. Knight (Remote. Sens., 2023)