Transferability of the Deep Learning Mask R-CNN Model for Automated Mapping of Ice-Wedge Polygons in High-Resolution Satellite and UAV Images
Zhang, Weixing, Liljedahl, Anna K., Kanevskiy, Mikhail, Epstein, Howard E., Jones, Benjamin M., Jorgenson, M. Torre, Kent, Kelcy
Published in Remote sensing (Basel, Switzerland) (01.04.2020)
Published in Remote sensing (Basel, Switzerland) (01.04.2020)
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An Object-Based Approach for Mapping Tundra Ice-Wedge Polygon Troughs from Very High Spatial Resolution Optical Satellite Imagery
Witharana, Chandi, Bhuiyan, Md Abul Ehsan, Liljedahl, Anna K., Kanevskiy, Mikhail, Jorgenson, Torre, Jones, Benjamin M., Daanen, Ronald, Epstein, Howard E., Griffin, Claire G., Kent, Kelcy, Ward Jones, Melissa K.
Published in Remote sensing (Basel, Switzerland) (01.02.2021)
Published in Remote sensing (Basel, Switzerland) (01.02.2021)
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Journal Article
Understanding the Effects of Optimal Combination of Spectral Bands on Deep Learning Model Predictions: A Case Study Based on Permafrost Tundra Landform Mapping Using High Resolution Multispectral Satellite Imagery
Bhuiyan, Md Abul Ehsan, Witharana, Chandi, Liljedahl, Anna K., Jones, Benjamin M., Daanen, Ronald, Epstein, Howard E., Kent, Kelcy, Griffin, Claire G., Agnew, Amber
Published in Journal of imaging (17.09.2020)
Published in Journal of imaging (17.09.2020)
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Understanding the synergies of deep learning and data fusion of multispectral and panchromatic high resolution commercial satellite imagery for automated ice-wedge polygon detection
Witharana, Chandi, Bhuiyan, Md Abul Ehsan, Liljedahl, Anna K., Kanevskiy, Mikhail, Epstein, Howard E., Jones, Benjamin M., Daanen, Ronald, Griffin, Claire G., Kent, Kelcy, Ward Jones, Melissa K.
Published in ISPRS journal of photogrammetry and remote sensing (01.12.2020)
Published in ISPRS journal of photogrammetry and remote sensing (01.12.2020)
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Journal Article
Bioavailability of Macro and Micronutrients Across Global Topsoils: Main Drivers and Global Change Impacts
Ochoa‐Hueso, Raúl, Delgado‐Baquerizo, Manuel, Risch, Anita C., Ashton, Louise, Augustine, David, Bélanger, Nicolas, Bridgham, Scott, Britton, Andrea J., Bruckman, Viktor J., Camarero, J. Julio, Cornelissen, Gerard, Crawford, John A., Dijkstra, Feike A., Diochon, Amanda, Earl, Stevan, Edgerley, James, Epstein, Howard, Felton, Andrew, Fortier, Julien, Gagnon, Daniel, Greer, Ken, Griffiths, Hannah M., Halde, Caroline, Hanslin, Hans Martin, Harris, Lorna I., Hartsock, Jeremy A., Hendrickson, Paul, Hovstad, Knut Anders, Hu, Jia, Jani, Arun D., Kent, Kelcy, Kerdraon‐Byrne, Deirdre, Khalsa, Sat Darshan S., Lai, Derrick Y. F., Lambert, France, LaMontagne, Jalene M., Lavergne, Stéphanie, Lawrence, Beth A., Littke, Kim, Leeper, Abigail C., Licht, Mark A., Liebig, Mark A., Lynn, Joshua S., Maclean, Janet E., Martinsen, Vegard, McDaniel, Marshall D., McIntosh, Anne C. S., Miesel, Jessica R., Miller, Jim, Mulvaney, Michael J., Moreno, Gerardo, Newstead, Laura, Pakeman, Robin J., Pergl, Jan, Pinno, Bradley D., Piñeiro, Juan, Quigley, Kathleen, Radtke, Troy M., Reed, Paul, Rolo, Víctor, Rudgers, Jennifer, Rutherford, P. Michael, Sayer, Emma J., Serrano‐Grijalva, Lilia, Strack, Maria, Sukdeo, Nicole, Taylor, Andy F. S., Truax, Benoit, Tsuji, Leonard J. S., Gestel, Natasja, Vaness, Brenda M., Sundert, Kevin, Vítková, Michaela, Weigel, Robert, Wilton, Meaghan J., Yano, Yuriko, Teen, Ewing, Bremer, Eric
Published in Global biogeochemical cycles (01.06.2023)
Published in Global biogeochemical cycles (01.06.2023)
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