Mark A. Friedl

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 9

Top Topics

Chronic Hepatitis

Robust Estimation

Stochastic Models

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Jordan Graesser, Radost Stanimirova, Katelyn Tarrio, Esteban J. Copati, José N. Volante, Santiago R. Verón, Santiago Banchero, Hernan Elena, Diego de Abelleyra, Mark A. Friedl
Temporally-Consistent Annual Land Cover from Landsat Time Series in the Southern Cone of South America. Remote. Sens. 14 (16) (2022)
Jordan Graesser, Radost Stanimirova, Mark A. Friedl
Reconstruction of Satellite Time Series With a Dynamic Smoother. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Arthur Elmes, Seyed Hamed Alemohammad, Ryan Avery, Kelly K. Caylor, J. Ronald Eastman, Lewis Fishgold, Mark A. Friedl, Meha Jain, Divyani Kohli, Juan Carlos Laso Bayas, Dalton D. Lunga, Jessica L. McCarty, Robert Gilmore Pontius Jr., Andrew B. Reinmann, John Rogan, Lei Song, Hristiana Stoynova, Su Ye, Zhuang-Fang Yi, Lyndon D. Estes
Accounting for Training Data Error in Machine Learning Applied to Earth Observations. Remote. Sens. 12 (6) (2020)
Radost Stanimirova, Zhanzhang Cai, Eli K. Melaas, Josh M. Gray, Lars Eklundh, Per Jönsson, Mark A. Friedl
An Empirical Assessment of the MODIS Land Cover Dynamics and TIMESAT Land Surface Phenology Algorithms. Remote. Sens. 11 (19) (2019)
Subit Chakrabarti, Rob Braswell, Nick Malizia, Damien Sulla-Menashe, Tina Cormier, Mark A. Friedl
In-Season Prediction of Crop Types In The us Great Plains Using Sequence Based Stochastic Models and Deep Learning. IGARSS (2019)
Per Jönsson, Zhanzhang Cai, Eli K. Melaas, Mark A. Friedl, Lars Eklundh
A Method for Robust Estimation of Vegetation Seasonality from Landsat and Sentinel-2 Time Series Data. Remote. Sens. 10 (4) (2018)
Subit Chakrabarti, Tina Cormier, Nick Malizia, David T. Potere, Damien Sulla-Menashe, Kirk Zmijewski, Mark A. Friedl
Mapping Cropland Extent by Asynchronous Fusion of Optical and Active Microwave Imagery. IGARSS (2018)
Qiong Hu, Wenbin Wu, Mark A. Friedl
Mapping sub-pixel corn distribution using MODIS time-series data and a random forest regression model. Agro-Geoinformatics (2017)
S. Parker Abercrombie, Mark A. Friedl
Improving the Consistency of Multitemporal Land Cover Maps Using a Hidden Markov Model. IEEE Trans. Geosci. Remote. Sens. 54 (2) (2016)
J. Meghan Salmon, Mark A. Friedl, Steve Frolking, Dominik Wisser, Ellen M. Douglas
Global rain-fed, irrigated, and paddy croplands: A new high resolution map derived from remote sensing, crop inventories and climate data. Int. J. Appl. Earth Obs. Geoinformation 38 (2015)
Le Li, Mark A. Friedl, Qinchuan Xin, Josh M. Gray, Yaozhong Pan, Steve Frolking
Mapping Crop Cycles in China Using MODIS-EVI Time Series. Remote. Sens. 6 (3) (2014)
Josh M. Gray, Mark A. Friedl, Steve Frolking, Navin Ramankutty, Andrew Nelson, Muralikrishna Gumma
Mapping Asian Cropping Intensity With MODIS. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (8) (2014)
Xiaoman Huang, Mark A. Friedl
Distance metric-based forest cover change detection using MODIS time series. Int. J. Appl. Earth Obs. Geoinformation 29 (2014)
Umaa Rebbapragada, Carla E. Brodley, Damien Sulla-Menashe, Mark A. Friedl
Active Label Correction. ICDM (2012)
Carla E. Brodley, Mark A. Friedl
Identifying Mislabeled Training Data CoRR (2011)
Jeganathan Chockalingam, Sangram Ganguly, Jadu Dash, Mark A. Friedl, Peter M. Atkinson
Terrestrial vegetation phenology from MODIS and MERIS. IGARSS (2010)
Dan Preston, Carla E. Brodley, Roni Khardon, Damien Sulla-Menashe, Mark A. Friedl
Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface. KDD (2010)
Umaa Rebbapragada, Rachel Lomasky, Carla E. Brodley, Mark A. Friedl
Generating High-Quality Training Data for Automated Land-Cover Mapping. IGARSS (4) (2008)
Annemarie Schneider, Mark A. Friedl, David T. Potere
Monitoring the Extent and Intensity of Urban Areas Globally using the Fusion of MODIS 500m Resolution Satellite Imagery and Ancillary Data Sources. IGARSS (5) (2008)
Rachel Lomasky, Carla E. Brodley, M. Aernecke, D. Walt, Mark A. Friedl
Active Class Selection. ECML (2007)
Xiaoli Zhang Fern, Carla E. Brodley, Mark A. Friedl
Correlation Clustering for Learning Mixtures of Canonical Correlation Models. SDM (2005)
Jonathan G. Salomon, John C. F. Hodges, Mark A. Friedl, Crystal Schaaf, Alan H. Strahler, Feng Gao, Annemarie Schneider, Xiaoyang Zhang, Nazmi El Saleous, Robert E. Wolfe
Global land-water mask derived from MODIS Nadir BRDF-adjusted reflectances (NBAR) and the MODIS land cover algorithm. IGARSS (2004)
Alexander Lotsch, Mark A. Friedl, Jorge Pinzón
Spatio-temporal deconvolution of NDVI image sequences using independent component analysis. IEEE Trans. Geosci. Remote. Sens. 41 (12) (2003)
Annemarie Schneider, Mark A. Friedl, Curtis E. Woodcock
Mapping urban areas by fusing multiple sources of coarse resolution remotely sensed data. IGARSS (2003)
Xiaoyang Zhang, Crystal Barker Schaaf, Mark A. Friedl, Alan H. Strahler, Feng Gao, John C. F. Hodges
MODIS tasseled cap transformation and its utility. IGARSS (2002)
Xiaoyang Zhang, Mark A. Friedl, Crystal Barker Schaaf, Alan H. Strahler, John C. F. Hodges, Feng Gao
Using MODIS data to study the relation between climatic spatial variability and vegetation phenology in northern high latitudes. IGARSS (2002)
Mark A. Friedl, Douglas K. McIver, Carla E. Brodley
Integration of domain knowledge in the form of ancillary map data into supervised classification of remotely sensed data. IGARSS (2002)
Mark A. Friedl, Alan H. Strahler, Xiaoyang Zhang, John C. F. Hodges
The MODIS land cover product: multi-attribute mapping of global vegetation and land cover properties from time series MODIS data. IGARSS (2002)
Douglas K. McIver, Mark A. Friedl
Estimating pixel-scale land cover classification confidence using nonparametric machine learning methods. IEEE Trans. Geosci. Remote. Sens. 39 (9) (2001)
Guangjian Yan, Mark A. Friedl, Xiaowen Li, Jindi Wang, Chongguang Zhu, Alan H. Strahler
Modeling directional effects from nonisothermal land surfaces in wideband thermal infrared measurements. IEEE Trans. Geosci. Remote. Sens. 39 (5) (2001)
Carla E. Brodley, Mark A. Friedl
Identifying Mislabeled Training Data. J. Artif. Intell. Res. 11 (1999)
Mark A. Friedl, Carla E. Brodley, Alan H. Strahler
Maximizing land cover classification accuracies produced by decision trees at continental to global scales. IEEE Trans. Geosci. Remote. Sens. 37 (2) (1999)
Xiaowen Li, Alan H. Strahler, Mark A. Friedl
A conceptual model for effective directional emissivity from nonisothermal surfaces. IEEE Trans. Geosci. Remote. Sens. 37 (5) (1999)
Carla E. Brodley, Mark A. Friedl
Identifying and Eliminating Mislabeled Training Instances. AAAI/IAAI, Vol. 1 (1996)