Mark A. Friedl

According to our database, Mark A. Friedl authored at least 33 papers between 1996 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Reconstruction of Satellite Time Series With a Dynamic Smoother.

Jordan Graesser, Radost Stanimirova, Mark A. Friedl

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Temporally-Consistent Annual Land Cover from Landsat Time Series in the Southern Cone of South America.

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

Remote. Sens., 2022

2020

Accounting for Training Data Error in Machine Learning Applied to Earth Observations.

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

Remote. Sens., 2020

2019

An Empirical Assessment of the MODIS Land Cover Dynamics and TIMESAT Land Surface Phenology Algorithms.

Radost Stanimirova, Zhanzhang Cai, Eli K. Melaas, Josh M. Gray, Lars Eklundh, Per Jönsson, Mark A. Friedl

Remote. Sens., 2019

In-Season Prediction of Crop Types In The us Great Plains Using Sequence Based Stochastic Models and Deep Learning.

Subit Chakrabarti, Rob Braswell, Nick Malizia, Damien Sulla-Menashe, Tina Cormier, Mark A. Friedl

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

A Method for Robust Estimation of Vegetation Seasonality from Landsat and Sentinel-2 Time Series Data.

Per Jönsson, Zhanzhang Cai, Eli K. Melaas, Mark A. Friedl, Lars Eklundh

Remote. Sens., 2018

Mapping Cropland Extent by Asynchronous Fusion of Optical and Active Microwave Imagery.

Subit Chakrabarti, Tina Cormier, Nick Malizia, David T. Potere, Damien Sulla-Menashe, Kirk Zmijewski, Mark A. Friedl

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Mapping sub-pixel corn distribution using MODIS time-series data and a random forest regression model.

Qiong Hu, Wenbin Wu, Mark A. Friedl

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2016

Improving the Consistency of Multitemporal Land Cover Maps Using a Hidden Markov Model.

S. Parker Abercrombie, Mark A. Friedl

IEEE Trans. Geosci. Remote. Sens., 2016

2015

Global rain-fed, irrigated, and paddy croplands: A new high resolution map derived from remote sensing, crop inventories and climate data.

J. Meghan Salmon, Mark A. Friedl, Steve Frolking, Dominik Wisser, Ellen M. Douglas

Int. J. Appl. Earth Obs. Geoinformation, 2015

2014

Mapping Asian Cropping Intensity With MODIS.

Josh M. Gray, Mark A. Friedl, Steve Frolking, Navin Ramankutty, Andrew Nelson, Muralikrishna Gumma

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Mapping Crop Cycles in China Using MODIS-EVI Time Series.

Le Li, Mark A. Friedl, Qinchuan Xin, Josh M. Gray, Yaozhong Pan, Steve Frolking

Remote. Sens., 2014

Distance metric-based forest cover change detection using MODIS time series.

Xiaoman Huang, Mark A. Friedl

Int. J. Appl. Earth Obs. Geoinformation, 2014

2012

Active Label Correction.

Umaa Rebbapragada, Carla E. Brodley, Damien Sulla-Menashe, Mark A. Friedl

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2010

Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface.

Dan Preston, Carla E. Brodley, Roni Khardon, Damien Sulla-Menashe, Mark A. Friedl

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Terrestrial vegetation phenology from MODIS and MERIS.

Jeganathan Chockalingam, Sangram Ganguly, Jadu Dash, Mark A. Friedl, Peter M. Atkinson

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2008

Monitoring the Extent and Intensity of Urban Areas Globally using the Fusion of MODIS 500m Resolution Satellite Imagery and Ancillary Data Sources.

Annemarie Schneider, Mark A. Friedl, David T. Potere

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Generating High-Quality Training Data for Automated Land-Cover Mapping.

Umaa Rebbapragada, Rachel Lomasky, Carla E. Brodley, Mark A. Friedl

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Active Class Selection.

Rachel Lomasky, Carla E. Brodley, M. Aernecke, David R. Walt, Mark A. Friedl

Proceedings of the Machine Learning: ECML 2007, 2007

2005

Correlation Clustering for Learning Mixtures of Canonical Correlation Models.

Xiaoli Zhang Fern, Carla E. Brodley, Mark A. Friedl

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

2004

Global land-water mask derived from MODIS Nadir BRDF-adjusted reflectances (NBAR) and the MODIS land cover algorithm.

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

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003

Spatio-temporal deconvolution of NDVI image sequences using independent component analysis.

Alexander Lotsch, Mark A. Friedl, Jorge Pinzón

IEEE Trans. Geosci. Remote. Sens., 2003

Mapping urban areas by fusing multiple sources of coarse resolution remotely sensed data.

Annemarie Schneider, Mark A. Friedl, Curtis E. Woodcock

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002

MODIS tasseled cap transformation and its utility.

Xiaoyang Zhang, Crystal Barker Schaaf, Mark A. Friedl, Alan H. Strahler, Feng Gao, John C. F. Hodges

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Using MODIS data to study the relation between climatic spatial variability and vegetation phenology in northern high latitudes.

Xiaoyang Zhang, Mark A. Friedl, Crystal Barker Schaaf, Alan H. Strahler, John C. F. Hodges, Feng Gao

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

The MODIS land cover product: multi-attribute mapping of global vegetation and land cover properties from time series MODIS data.

Mark A. Friedl, Alan H. Strahler, Xiaoyang Zhang, John C. F. Hodges

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Integration of domain knowledge in the form of ancillary map data into supervised classification of remotely sensed data.

Mark A. Friedl, Douglas K. McIver, Carla E. Brodley

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2001

Modeling directional effects from nonisothermal land surfaces in wideband thermal infrared measurements.

Guangjian Yan, Mark A. Friedl, Xiaowen Li, Jindi Wang, Chongguang Zhu, Alan H. Strahler

IEEE Trans. Geosci. Remote. Sens., 2001

Estimating pixel-scale land cover classification confidence using nonparametric machine learning methods.

Douglas K. McIver, Mark A. Friedl

IEEE Trans. Geosci. Remote. Sens., 2001

1999

A conceptual model for effective directional emissivity from nonisothermal surfaces.

Xiaowen Li, Alan H. Strahler, Mark A. Friedl

IEEE Trans. Geosci. Remote. Sens., 1999

Maximizing land cover classification accuracies produced by decision trees at continental to global scales.

Mark A. Friedl, Carla E. Brodley, Alan H. Strahler

IEEE Trans. Geosci. Remote. Sens., 1999

Identifying Mislabeled Training Data.

Carla E. Brodley, Mark A. Friedl

J. Artif. Intell. Res., 1999

1996

Identifying and Eliminating Mislabeled Training Instances.

Carla E. Brodley, Mark A. Friedl

Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996