Soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 December 2021 tornado outbreak

Satellite-based post-tornado assessments have been widely used for the detection of tornado tracks, which heavily relies on the identification of vegetation changes through observations at visible and near-infrared channels. During the deadly 10–11 December 2021 tornado outbreak, a series of violent...

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Main Authors: Wang, Jingyu, Lin, Yun, McFarquhar, Greg M., Park, Edward, Gu, Yu, Su, Qiong, Fu, Rong, Lee, Kee Wei, Zhang, Tianhao
Other Authors: Asian School of the Environment
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/169316
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1693162023-07-17T15:30:37Z Soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 December 2021 tornado outbreak Wang, Jingyu Lin, Yun McFarquhar, Greg M. Park, Edward Gu, Yu Su, Qiong Fu, Rong Lee, Kee Wei Zhang, Tianhao Asian School of the Environment National Institute of Education Earth Observatory of Singapore Science::Geology Clay Content Shortwave Infrared Satellite-based post-tornado assessments have been widely used for the detection of tornado tracks, which heavily relies on the identification of vegetation changes through observations at visible and near-infrared channels. During the deadly 10–11 December 2021 tornado outbreak, a series of violent tornadoes first touched down over northeastern Arkansas, an area dominated by cropland with rare vegetation coverage in winter. Through the examination of Moderate Resolution Imaging Spectroradiometer multi-spectral observations, this study reveals significant scars on shortwave infrared channels over this region, but none are captured by visible and near-infrared channels. The dominant soil type is aquert (one of vertisols), whose high clay content well preserves the severe changes in soil structure during the tornado passage, when the topmost soil layer was removed and underlying soil with higher moisture content was exposed to the air. This study suggests a quick post-tornado assessment method over less vegetated area by using shortwave infrared channels. Ministry of Education (MOE) Published version This study was supported by the U.S. National Oceanic and Atmospheric Administration (NOAA) grant NA19OAR4310243, the NSF grant AGS-2103820, and the Ministry of Education, Singapore, under its Academic Research Fund Tier 1 (RG74/22 to J. W.). Y. G. acknowledges the support by (while serving at) the National Science Foundation. We would also like to acknowledge high-performance computing support from Cheyenne (https://doi.org/10.5065/D6RX99HX) provided by NCAR’s Computational and Information Systems Laboratory, sponsored by the National Science Foundation. 2023-07-12T05:53:49Z 2023-07-12T05:53:49Z 2023 Journal Article Wang, J., Lin, Y., McFarquhar, G. M., Park, E., Gu, Y., Su, Q., Fu, R., Lee, K. W. & Zhang, T. (2023). Soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 December 2021 tornado outbreak. Geophysical Research Letters, 50(6). https://dx.doi.org/10.1029/2023GL102984 0094-8276 https://hdl.handle.net/10356/169316 10.1029/2023GL102984 2-s2.0-85152562486 6 50 en RG74/22 Geophysical Research Letters © 2023 The Authors. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Geology
Clay Content
Shortwave Infrared
spellingShingle Science::Geology
Clay Content
Shortwave Infrared
Wang, Jingyu
Lin, Yun
McFarquhar, Greg M.
Park, Edward
Gu, Yu
Su, Qiong
Fu, Rong
Lee, Kee Wei
Zhang, Tianhao
Soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 December 2021 tornado outbreak
description Satellite-based post-tornado assessments have been widely used for the detection of tornado tracks, which heavily relies on the identification of vegetation changes through observations at visible and near-infrared channels. During the deadly 10–11 December 2021 tornado outbreak, a series of violent tornadoes first touched down over northeastern Arkansas, an area dominated by cropland with rare vegetation coverage in winter. Through the examination of Moderate Resolution Imaging Spectroradiometer multi-spectral observations, this study reveals significant scars on shortwave infrared channels over this region, but none are captured by visible and near-infrared channels. The dominant soil type is aquert (one of vertisols), whose high clay content well preserves the severe changes in soil structure during the tornado passage, when the topmost soil layer was removed and underlying soil with higher moisture content was exposed to the air. This study suggests a quick post-tornado assessment method over less vegetated area by using shortwave infrared channels.
author2 Asian School of the Environment
author_facet Asian School of the Environment
Wang, Jingyu
Lin, Yun
McFarquhar, Greg M.
Park, Edward
Gu, Yu
Su, Qiong
Fu, Rong
Lee, Kee Wei
Zhang, Tianhao
format Article
author Wang, Jingyu
Lin, Yun
McFarquhar, Greg M.
Park, Edward
Gu, Yu
Su, Qiong
Fu, Rong
Lee, Kee Wei
Zhang, Tianhao
author_sort Wang, Jingyu
title Soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 December 2021 tornado outbreak
title_short Soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 December 2021 tornado outbreak
title_full Soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 December 2021 tornado outbreak
title_fullStr Soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 December 2021 tornado outbreak
title_full_unstemmed Soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 December 2021 tornado outbreak
title_sort soil moisture observations from shortwave infrared channels reveal tornado tracks: a case in 10–11 december 2021 tornado outbreak
publishDate 2023
url https://hdl.handle.net/10356/169316
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