| Importance and vulnerability of the world’s water towers WW Immerzeel, AF Lutz, M Andrade, A Bahl, H Biemans, T Bolch, S Hyde, ... Nature 577 (7790), 364-369, 2020 | 1489 | 2020 |
| Global land use/land cover with Sentinel 2 and deep learning K Karra, C Kontgis, Z Statman-Weil, JC Mazzariello, M Mathis, SP Brumby 2021 IEEE international geoscience and remote sensing symposium IGARSS, 4704 …, 2021 | 987 | 2021 |
| Dynamic World, Near real-time global 10 m land use land cover mapping CF Brown, SP Brumby, B Guzder-Williams, T Birch, SB Hyde, ... Scientific Data 9 (1), 251, 2022 | 634 | 2022 |
| Global human influence maps reveal clear opportunities in conserving Earth’s remaining intact terrestrial ecosystems J Riggio, JEM Baillie, S Brumby, E Ellis, CM Kennedy, JR Oakleaf, A Tait, ... Global Change Biology 26 (8), 4344-4356, 2020 | 169 | 2020 |
| Comparison of GENIE and conventional supervised classifiers for multispectral image feature extraction NR Harvey, J Theiler, SP Brumby, S Perkins, JJ Szymanski, JJ Bloch, ... IEEE Transactions on Geoscience and Remote Sensing 40 (2), 393-404, 2002 | 151 | 2002 |
| Investigation of image feature extraction by a genetic algorithm SP Brumby, JP Theiler, SJ Perkins, NR Harvey, JJ Szymanski, JJ Bloch, ... Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary …, 1999 | 121 | 1999 |
| LOBSTER-ISS: an imaging x-ray all-sky monitor for the International Space Station GW Fraser, AN Brunton, NP Bannister, JF Pearson, M Ward, ... X-Ray and Gamma-Ray Instrumentation for Astronomy XII 4497, 115-126, 2002 | 113 | 2002 |
| A morphology independent methodology for quantifying planview river change and characteristics from remotely sensed imagery JC Rowland, E Shelef, PA Pope, J Muss, C Gangodagamage, SP Brumby, ... Remote Sensing of Environment 184, 212-228, 2016 | 109 | 2016 |
| Quantifying tree mortality in a mixed species woodland using multitemporal high spatial resolution satellite imagery SR Garrity, CD Allen, SP Brumby, C Gangodagamage, NG McDowell, ... Remote Sensing of Environment 129, 54-65, 2013 | 93 | 2013 |
| RAPTOR experiment: a system for monitoring the optical sky in real time WT Vestrand, KN Borozdin, SP Brumby, DE Casperson, EE Fenimore, ... Advanced Global Communications Technologies for Astronomy II 4845, 126-136, 2002 | 90 | 2002 |
| Interpreting individual classifications of hierarchical networks W Landecker, MD Thomure, LMA Bettencourt, M Mitchell, GT Kenyon, ... 2013 IEEE symposium on computational intelligence and data mining (CIDM), 32-38, 2013 | 89 | 2013 |
| GENIE: A hybrid genetic algorithm for feature classification in multispectral images SJ Perkins, JP Theiler, SP Brumby, NR Harvey, RB Porter, JJ Szymanski, ... Applications and science of neural networks, fuzzy systems, and evolutionary …, 2000 | 88 | 2000 |
| Extrapolating active layer thickness measurements across Arctic polygonal terrain using LiDAR and NDVI data sets C Gangodagamage, JC Rowland, SS Hubbard, SP Brumby, AK Liljedahl, ... Water resources research 50 (8), 6339-6357, 2014 | 71 | 2014 |
| Temporal and spatial pattern of thermokarst lake area changes at Yukon Flats, Alaska M Chen, JC Rowland, CJ Wilson, GL Altmann, SP Brumby Hydrological Processes 28 (3), 837-852, 2014 | 69 | 2014 |
| Detecting vulnerability of humid tropical forests to multiple stressors S Saatchi, M Longo, L Xu, Y Yang, H Abe, M André, JE Aukema, ... One Earth 4 (7), 988-1003, 2021 | 66 | 2021 |
| Support vector machines for broad-area feature classification in remotely sensed images SJ Perkins, NR Harvey, SP Brumby, K Lacker Algorithms for multispectral, hyperspectral, and ultraspectral imagery VII …, 2001 | 46 | 2001 |
| Evolving retrieval algorithms with a genetic programming scheme JP Theiler, NR Harvey, SP Brumby, JJ Szymanski, S Alferink, SJ Perkins, ... Imaging Spectrometry V 3753, 416-425, 1999 | 46 | 1999 |
| Finding golf courses: The ultra high tech approach NR Harvey, S Perkins, SP Brumby, J Theiler, RB Porter, A Cody Young, ... Real-World Applications of Evolutionary Computing: EvoWorkshops 2000 …, 2000 | 44 | 2000 |
| Feature extraction from hyperspectral images compressed using the JPEG-2000 standard MD Pal, CM Brislawn, SR Brumby Proceedings Fifth IEEE Southwest Symposium on Image Analysis and …, 2002 | 40 | 2002 |
| Genetic algorithm for combining new and existing image processing tools for multispectral imagery SP Brumby, NR Harvey, SJ Perkins, RB Porter, JJ Szymanski, JP Theiler, ... Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VI …, 2000 | 39 | 2000 |
James TheilerTechnical Staff Member, Los Alamos National LaboratoryVerified email at lanl.gov