Loading…

Compound impact of drought and COVID-19 on agriculture yield in the USA

The resilience of agricultural systems in the face of drought has improved over the decades, but the ongoing COVID-19 pandemic presents a new and unexpected challenge to the agriculture sector. The combination of drought and COVID-19 can lead to a compounding impact on farming sectors, including cro...

Full description

Saved in:
Bibliographic Details
Published in:The Science of the total environment 2022-02, Vol.807 (Pt 1), p.150801-150801, Article 150801
Main Authors: Yaddanapudi, Ramprasad, Mishra, Ashok K.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c420t-7df5350ca26e0f314ed00681a02fcba7796f0c35f4cd9dc0635f0afd1a48bffe3
cites cdi_FETCH-LOGICAL-c420t-7df5350ca26e0f314ed00681a02fcba7796f0c35f4cd9dc0635f0afd1a48bffe3
container_end_page 150801
container_issue Pt 1
container_start_page 150801
container_title The Science of the total environment
container_volume 807
creator Yaddanapudi, Ramprasad
Mishra, Ashok K.
description The resilience of agricultural systems in the face of drought has improved over the decades, but the ongoing COVID-19 pandemic presents a new and unexpected challenge to the agriculture sector. The combination of drought and COVID-19 can lead to a compounding impact on farming sectors, including crop yield. This study investigated the potential impact of drought, COVID-19, and their compound effect on three major crop yields in 2020. The analysis was carried out using the Geographically Weighted Regression (GWR) concept to model the spatially varying relationship between Standardized precipitation evaporation index (SPEI), COVID-19 incidence rate, and three crop yields (corn, soybeans, and wheat) across the counties located in the USA. The GWR model was suitable for capturing local scale crop variability, and the potential hotspots are identified where the compound effect is dominant. Although the drought in 2020 was not extreme compared to the past events, the median crop yield during 2020 for the three crop yields was lower than their historical (1980–2020) median values, which highlights the potential role of COVID-19 on reduced crop yields. The compound effect of drought and COVID-19 seem to vary in terms of crop and region wise. For example, the compound effect on corn was prominent in Central California and several counties in Midwest USA. In contrast, the effect was more in eastern South Dakota, Colorado, and more scattered for wheat. [Display omitted] •The lower crop yield in 2020 impacted by drought and COVID-19 for the USA.•Impact of COVID-19 on yield was more prominent than drought severity.•Compound impact for wheat was more scattered compared to other crops.•The GWR model can capture the local scale crop yield variability.
doi_str_mv 10.1016/j.scitotenv.2021.150801
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2580691012</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0048969721058794</els_id><sourcerecordid>2580691012</sourcerecordid><originalsourceid>FETCH-LOGICAL-c420t-7df5350ca26e0f314ed00681a02fcba7796f0c35f4cd9dc0635f0afd1a48bffe3</originalsourceid><addsrcrecordid>eNqFkEFv2zAMhYViRZNl-wubjrs4pWRbto9BtmYBCvTQZVdBkahWgW1lklwg_34K0vZaXkgQ7_GBHyHfGSwZMHF7WEbtkk84viw5cLZkNbTArsictU1XMODiE5kDVG3Ria6Zkc8xHiBX07IbMisrwYUo-Zxs1n44-mk01A1HpRP1lprgp6fnRFXerh_-bn8WrKN-pOopOD31aQpITw777Blpeka6e1x9IddW9RG_vvYF2d39-rP-Xdw_bLbr1X2hKw6paIytyxq04gLBlqxCAyBapoBbvVdN0wkLuqxtpU1nNIg8grKGqardW4vlgvy43D0G_2_CmOTgosa-VyP6KUpetyC6zIhnaXOR6uBjDGjlMbhBhZNkIM8U5UG-U5RnivJCMTu_vYZM-wHNu-8NWxasLgLMr744DOdDOGo0LqBO0nj3Ych_2HeGpQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2580691012</pqid></control><display><type>article</type><title>Compound impact of drought and COVID-19 on agriculture yield in the USA</title><source>ScienceDirect Freedom Collection</source><creator>Yaddanapudi, Ramprasad ; Mishra, Ashok K.</creator><creatorcontrib>Yaddanapudi, Ramprasad ; Mishra, Ashok K.</creatorcontrib><description>The resilience of agricultural systems in the face of drought has improved over the decades, but the ongoing COVID-19 pandemic presents a new and unexpected challenge to the agriculture sector. The combination of drought and COVID-19 can lead to a compounding impact on farming sectors, including crop yield. This study investigated the potential impact of drought, COVID-19, and their compound effect on three major crop yields in 2020. The analysis was carried out using the Geographically Weighted Regression (GWR) concept to model the spatially varying relationship between Standardized precipitation evaporation index (SPEI), COVID-19 incidence rate, and three crop yields (corn, soybeans, and wheat) across the counties located in the USA. The GWR model was suitable for capturing local scale crop variability, and the potential hotspots are identified where the compound effect is dominant. Although the drought in 2020 was not extreme compared to the past events, the median crop yield during 2020 for the three crop yields was lower than their historical (1980–2020) median values, which highlights the potential role of COVID-19 on reduced crop yields. The compound effect of drought and COVID-19 seem to vary in terms of crop and region wise. For example, the compound effect on corn was prominent in Central California and several counties in Midwest USA. In contrast, the effect was more in eastern South Dakota, Colorado, and more scattered for wheat. [Display omitted] •The lower crop yield in 2020 impacted by drought and COVID-19 for the USA.•Impact of COVID-19 on yield was more prominent than drought severity.•Compound impact for wheat was more scattered compared to other crops.•The GWR model can capture the local scale crop yield variability.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2021.150801</identifier><identifier>PMID: 34626632</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Agriculture ; COVID-19 ; Drought ; Droughts ; Geographically weighted regression ; Humans ; Pandemics ; SARS-CoV-2</subject><ispartof>The Science of the total environment, 2022-02, Vol.807 (Pt 1), p.150801-150801, Article 150801</ispartof><rights>2021 Elsevier B.V.</rights><rights>Copyright © 2021 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c420t-7df5350ca26e0f314ed00681a02fcba7796f0c35f4cd9dc0635f0afd1a48bffe3</citedby><cites>FETCH-LOGICAL-c420t-7df5350ca26e0f314ed00681a02fcba7796f0c35f4cd9dc0635f0afd1a48bffe3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34626632$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yaddanapudi, Ramprasad</creatorcontrib><creatorcontrib>Mishra, Ashok K.</creatorcontrib><title>Compound impact of drought and COVID-19 on agriculture yield in the USA</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>The resilience of agricultural systems in the face of drought has improved over the decades, but the ongoing COVID-19 pandemic presents a new and unexpected challenge to the agriculture sector. The combination of drought and COVID-19 can lead to a compounding impact on farming sectors, including crop yield. This study investigated the potential impact of drought, COVID-19, and their compound effect on three major crop yields in 2020. The analysis was carried out using the Geographically Weighted Regression (GWR) concept to model the spatially varying relationship between Standardized precipitation evaporation index (SPEI), COVID-19 incidence rate, and three crop yields (corn, soybeans, and wheat) across the counties located in the USA. The GWR model was suitable for capturing local scale crop variability, and the potential hotspots are identified where the compound effect is dominant. Although the drought in 2020 was not extreme compared to the past events, the median crop yield during 2020 for the three crop yields was lower than their historical (1980–2020) median values, which highlights the potential role of COVID-19 on reduced crop yields. The compound effect of drought and COVID-19 seem to vary in terms of crop and region wise. For example, the compound effect on corn was prominent in Central California and several counties in Midwest USA. In contrast, the effect was more in eastern South Dakota, Colorado, and more scattered for wheat. [Display omitted] •The lower crop yield in 2020 impacted by drought and COVID-19 for the USA.•Impact of COVID-19 on yield was more prominent than drought severity.•Compound impact for wheat was more scattered compared to other crops.•The GWR model can capture the local scale crop yield variability.</description><subject>Agriculture</subject><subject>COVID-19</subject><subject>Drought</subject><subject>Droughts</subject><subject>Geographically weighted regression</subject><subject>Humans</subject><subject>Pandemics</subject><subject>SARS-CoV-2</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFkEFv2zAMhYViRZNl-wubjrs4pWRbto9BtmYBCvTQZVdBkahWgW1lklwg_34K0vZaXkgQ7_GBHyHfGSwZMHF7WEbtkk84viw5cLZkNbTArsictU1XMODiE5kDVG3Ria6Zkc8xHiBX07IbMisrwYUo-Zxs1n44-mk01A1HpRP1lprgp6fnRFXerh_-bn8WrKN-pOopOD31aQpITw777Blpeka6e1x9IddW9RG_vvYF2d39-rP-Xdw_bLbr1X2hKw6paIytyxq04gLBlqxCAyBapoBbvVdN0wkLuqxtpU1nNIg8grKGqardW4vlgvy43D0G_2_CmOTgosa-VyP6KUpetyC6zIhnaXOR6uBjDGjlMbhBhZNkIM8U5UG-U5RnivJCMTu_vYZM-wHNu-8NWxasLgLMr744DOdDOGo0LqBO0nj3Ych_2HeGpQ</recordid><startdate>20220210</startdate><enddate>20220210</enddate><creator>Yaddanapudi, Ramprasad</creator><creator>Mishra, Ashok K.</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20220210</creationdate><title>Compound impact of drought and COVID-19 on agriculture yield in the USA</title><author>Yaddanapudi, Ramprasad ; Mishra, Ashok K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c420t-7df5350ca26e0f314ed00681a02fcba7796f0c35f4cd9dc0635f0afd1a48bffe3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Agriculture</topic><topic>COVID-19</topic><topic>Drought</topic><topic>Droughts</topic><topic>Geographically weighted regression</topic><topic>Humans</topic><topic>Pandemics</topic><topic>SARS-CoV-2</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yaddanapudi, Ramprasad</creatorcontrib><creatorcontrib>Mishra, Ashok K.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yaddanapudi, Ramprasad</au><au>Mishra, Ashok K.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Compound impact of drought and COVID-19 on agriculture yield in the USA</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2022-02-10</date><risdate>2022</risdate><volume>807</volume><issue>Pt 1</issue><spage>150801</spage><epage>150801</epage><pages>150801-150801</pages><artnum>150801</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>The resilience of agricultural systems in the face of drought has improved over the decades, but the ongoing COVID-19 pandemic presents a new and unexpected challenge to the agriculture sector. The combination of drought and COVID-19 can lead to a compounding impact on farming sectors, including crop yield. This study investigated the potential impact of drought, COVID-19, and their compound effect on three major crop yields in 2020. The analysis was carried out using the Geographically Weighted Regression (GWR) concept to model the spatially varying relationship between Standardized precipitation evaporation index (SPEI), COVID-19 incidence rate, and three crop yields (corn, soybeans, and wheat) across the counties located in the USA. The GWR model was suitable for capturing local scale crop variability, and the potential hotspots are identified where the compound effect is dominant. Although the drought in 2020 was not extreme compared to the past events, the median crop yield during 2020 for the three crop yields was lower than their historical (1980–2020) median values, which highlights the potential role of COVID-19 on reduced crop yields. The compound effect of drought and COVID-19 seem to vary in terms of crop and region wise. For example, the compound effect on corn was prominent in Central California and several counties in Midwest USA. In contrast, the effect was more in eastern South Dakota, Colorado, and more scattered for wheat. [Display omitted] •The lower crop yield in 2020 impacted by drought and COVID-19 for the USA.•Impact of COVID-19 on yield was more prominent than drought severity.•Compound impact for wheat was more scattered compared to other crops.•The GWR model can capture the local scale crop yield variability.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>34626632</pmid><doi>10.1016/j.scitotenv.2021.150801</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0048-9697
ispartof The Science of the total environment, 2022-02, Vol.807 (Pt 1), p.150801-150801, Article 150801
issn 0048-9697
1879-1026
language eng
recordid cdi_proquest_miscellaneous_2580691012
source ScienceDirect Freedom Collection
subjects Agriculture
COVID-19
Drought
Droughts
Geographically weighted regression
Humans
Pandemics
SARS-CoV-2
title Compound impact of drought and COVID-19 on agriculture yield in the USA
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-29T15%3A09%3A25IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Compound%20impact%20of%20drought%20and%20COVID-19%20on%20agriculture%20yield%20in%20the%20USA&rft.jtitle=The%20Science%20of%20the%20total%20environment&rft.au=Yaddanapudi,%20Ramprasad&rft.date=2022-02-10&rft.volume=807&rft.issue=Pt%201&rft.spage=150801&rft.epage=150801&rft.pages=150801-150801&rft.artnum=150801&rft.issn=0048-9697&rft.eissn=1879-1026&rft_id=info:doi/10.1016/j.scitotenv.2021.150801&rft_dat=%3Cproquest_cross%3E2580691012%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c420t-7df5350ca26e0f314ed00681a02fcba7796f0c35f4cd9dc0635f0afd1a48bffe3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2580691012&rft_id=info:pmid/34626632&rfr_iscdi=true