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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 MAE, Witharana C, Liljedahl AK, Jones BM, Daanen R, Epstein HE, Kent K, Griffin CG, Agnew A. Bhuiyan MAE, et al. Among authors: liljedahl ak. J Imaging. 2020 Sep 17;6(9):97. doi: 10.3390/jimaging6090097. J Imaging. 2020. PMID: 34460754 Free PMC article.
Earlier snowmelt may lead to late season declines in plant productivity and carbon sequestration in Arctic tundra ecosystems.
Zona D, Lafleur PM, Hufkens K, Bailey B, Gioli B, Burba G, Goodrich JP, Liljedahl AK, Euskirchen ES, Watts JD, Farina M, Kimball JS, Heimann M, Göckede M, Pallandt M, Christensen TR, Mastepanov M, López-Blanco E, Jackowicz-Korczynski M, Dolman AJ, Marchesini LB, Commane R, Wofsy SC, Miller CE, Lipson DA, Hashemi J, Arndt KA, Kutzbach L, Holl D, Boike J, Wille C, Sachs T, Kalhori A, Song X, Xu X, Humphreys ER, Koven CD, Sonnentag O, Meyer G, Gosselin GH, Marsh P, Oechel WC. Zona D, et al. Among authors: liljedahl ak. Sci Rep. 2022 Mar 21;12(1):3986. doi: 10.1038/s41598-022-07561-1. Sci Rep. 2022. PMID: 35314726 Free PMC article.
Extrapolating active layer thickness measurements across Arctic polygonal terrain using LiDAR and NDVI data sets.
Gangodagamage C, Rowland JC, Hubbard SS, Brumby SP, Liljedahl AK, Wainwright H, Wilson CJ, Altmann GL, Dafflon B, Peterson J, Ulrich C, Tweedie CE, Wullschleger SD. Gangodagamage C, et al. Among authors: liljedahl ak. Water Resour Res. 2014 Aug;50(8):6339-6357. doi: 10.1002/2013WR014283. Epub 2014 Aug 5. Water Resour Res. 2014. PMID: 25558114 Free PMC article.
Cold season emissions dominate the Arctic tundra methane budget.
Zona D, Gioli B, Commane R, Lindaas J, Wofsy SC, Miller CE, Dinardo SJ, Dengel S, Sweeney C, Karion A, Chang RY, Henderson JM, Murphy PC, Goodrich JP, Moreaux V, Liljedahl A, Watts JD, Kimball JS, Lipson DA, Oechel WC. Zona D, et al. Proc Natl Acad Sci U S A. 2016 Jan 5;113(1):40-5. doi: 10.1073/pnas.1516017113. Epub 2015 Dec 22. Proc Natl Acad Sci U S A. 2016. PMID: 26699476 Free PMC article.