Drought impact on cropland use monitored with AVIRIS imagery in Central Valley, California

• Published in: The Science of the total environment Vol. 859; no. Pt 1; p. 160198
• Main Authors: Pancorbo, J.L., Quemada, M., Roberts, Dar A.
• Format: Journal Article
• Language: English
• Published: Netherlands Elsevier B.V 10-02-2023
• Subjects: Agriculture; AVIRIS; Cropland use change; Crops, Agricultural; Droughts; Fallow land; Field abandonment; MESMA; Seasons; Soil; Surface Biology and Geology Mission; AVIRIS; Cropland use change; MESMA; Fallow land; Field abandonment; Surface Biology and Geology Mission
• ISSN: 0048-9697; 1879-1026
• DOI: 10.1016/j.scitotenv.2022.160198

During 2012–2016 California experienced the longest and most severe drought in the last centuries. This water scarcity led to an increase in non-cultivated croplands during this period. The objective of this study was to quantify agricultural trends in the Central Valley (California) at peak growth from 2013 to 2016 during the drought and in 2017–2018 post-drought. For this purpose, we analysed yearly official harvested area reported at county level for the main crops and compared them to visible-shortwave infrared (VSWIR) spectra acquired by the Airborne Visible/Infrared Imaging-Spectrometer (AVIRIS-classic) over 2334 km2 of the Central Valley each year. Multiple Endmember Spectral Mixture Analysis (MESMA) was applied to AVIRIS data to estimate green vegetation (GV), non-photosynthetic vegetation (NPV) and soil fractions in crop fields each year. MESMA and crop reports (R2 = 0.9) showed that soil (i.e.; non-cultivated areas) increased during the summers of the drought; with the smallest GV area in 2015, the second year classified with exceptional drought in this period. According to MESMA, 34 % of the cropland was covered by GV in 2015, and 69.5·104 ha according to the crop reports. MESMA also registered the highest value of soil area in 2015 (48 %). The year with most cultivated area was 2017, the wettest year in the studied period, with 54 % of the croplands covered by GV and 75.2·104 ha. This study verified that the non-cultivated areas increased in the Central Valley during the exceptional drought period and validated the use of AVIRIS imagery to monitor broad-scale cropland use changes in future climatic extreme events.
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•Southern Central Valley experienced an exceptional drought during 2014–2016.•Fallow land and high-value orchards increased during the exceptional drought.•Imaging spectroscopy (350–2500 nm) adequately assed cropland use change.•Imaging spectroscopy processed with MESMA can be used for monitoring non-cultivated land.