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2020 – today
- 2022
[j16]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): 4005 (2022)- [j15]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: 1803-1813 (2022) - 2020
- [j14]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): 1034 (2020)
2010 – 2019
- 2019
- [j13]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): 2201 (2019) - [c17]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: 5836-5839 - 2018
- [j12]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): 635 (2018) - [c16]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: 5319-5321 - 2017
- [c15]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: 1-5 - 2016
- [j11]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): 703-713 (2016) - 2015
- [j10]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: 321-334 (2015) - 2014
- [j9]Xiaoman Huang, Mark A. Friedl:
Distance metric-based forest cover change detection using MODIS time series. Int. J. Appl. Earth Obs. Geoinformation 29: 78-92 (2014) - [j8]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): 2473-2493 (2014) - [j7]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): 3373-3379 (2014) - 2012
- [c14]Umaa Rebbapragada, Carla E. Brodley, Damien Sulla-Menashe, Mark A. Friedl:
Active Label Correction. ICDM 2012: 1080-1085 - 2011
- [i1]Carla E. Brodley, Mark A. Friedl:
Identifying Mislabeled Training Data. CoRR abs/1106.0219 (2011) - 2010
- [c13]Jeganathan Chockalingam, Sangram Ganguly, Jadu Dash, Mark A. Friedl, Peter M. Atkinson:
Terrestrial vegetation phenology from MODIS and MERIS. IGARSS 2010: 2699-2702 - [c12]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: 823-832
2000 – 2009
- 2008
- [c11]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: 346-349 - [c10]Umaa Rebbapragada, Rachel Lomasky, Carla E. Brodley, Mark A. Friedl:
Generating High-Quality Training Data for Automated Land-Cover Mapping. IGARSS (4) 2008: 546-548 - 2007
- [c9]Rachel Lomasky, Carla E. Brodley, M. Aernecke, David R. Walt, Mark A. Friedl:
Active Class Selection. ECML 2007: 640-647 - 2005
- [c8]Xiaoli Zhang Fern, Carla E. Brodley, Mark A. Friedl:
Correlation Clustering for Learning Mixtures of Canonical Correlation Models. SDM 2005: 439-448 - 2004
- [c7]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: 72 - 2003
- [j6]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): 2938-2942 (2003) - [c6]Annemarie Schneider, Mark A. Friedl, Curtis E. Woodcock:
Mapping urban areas by fusing multiple sources of coarse resolution remotely sensed data. IGARSS 2003: 2623-2625 - 2002
- [c5]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: 1038-1040 - [c4]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: 1063-1065 - [c3]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: 1149-1151 - [c2]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: 3199-3201 - 2001
- [j5]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): 1095-1099 (2001) - [j4]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): 1959-1968 (2001)
1990 – 1999
- 1999
- [j3]Carla E. Brodley, Mark A. Friedl:
Identifying Mislabeled Training Data. J. Artif. Intell. Res. 11: 131-167 (1999) - [j2]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): 969-977 (1999) - [j1]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): 2508-2517 (1999) - 1996
- [c1]Carla E. Brodley, Mark A. Friedl:
Identifying and Eliminating Mislabeled Training Instances. AAAI/IAAI, Vol. 1 1996: 799-805
Coauthor Index
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