Satellite Solar-Induced Chlorophyll Fluorescence Reveals Heat Stress Impacts on Wheat Yield in India
With continued global warming, the frequency and severity of heat wave events increased over the past decades, threatening both regional and global food security in the future. There are growing interests to study the impacts of drought on crop. However, studies on the impacts of heat stress on crop...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-10-01
|
Series: | Remote Sensing |
Subjects: | |
Online Access: | https://www.mdpi.com/2072-4292/12/20/3277 |
id |
doaj-5a6556a415c5458abae8f7004ba4b12d |
---|---|
record_format |
Article |
spelling |
doaj-5a6556a415c5458abae8f7004ba4b12d2020-11-25T03:35:32ZengMDPI AGRemote Sensing2072-42922020-10-01123277327710.3390/rs12203277Satellite Solar-Induced Chlorophyll Fluorescence Reveals Heat Stress Impacts on Wheat Yield in IndiaYang Song0Jing Wang1Lixin Wang2College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, ChinaCollege of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, ChinaDepartment of Earth Sciences, Indiana University-Purdue University Indianapolis, Indianapolis, IN 46202, USAWith continued global warming, the frequency and severity of heat wave events increased over the past decades, threatening both regional and global food security in the future. There are growing interests to study the impacts of drought on crop. However, studies on the impacts of heat stress on crop photosynthesis and yield are still lacking. To fill this knowledge gap, we used both statistical models and satellite solar-induced chlorophyll fluorescence (SIF) data to assess the impacts of heat stress on wheat yield in a major wheat growing region, the Indo-Gangetic Plains (IGP), India. The statistical model showed that the relationships between different accumulated degree days (ADD) and reported wheat yield were significantly negative. The results confirmed that heat stress affected wheat yield across this region. Building on such information, satellite SIF observations were used to further explore the physiological basis of heat stress impacts on wheat yield. Our results showed that SIF had strong negative correlations with ADDs and was capable of monitoring heat stress. The SIF results also indicated that heat stress caused yield loss by directly impacting the photosynthetic capacity in wheat. Overall, our findings demonstrated that SIF as an effective proxy for photosynthetic activity would improve our understanding of the impacts of heat stress on wheat yield.https://www.mdpi.com/2072-4292/12/20/3277global warmingremote sensingmultivariable linear regressionaccumulated degree daysyield loss |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yang Song Jing Wang Lixin Wang |
spellingShingle |
Yang Song Jing Wang Lixin Wang Satellite Solar-Induced Chlorophyll Fluorescence Reveals Heat Stress Impacts on Wheat Yield in India Remote Sensing global warming remote sensing multivariable linear regression accumulated degree days yield loss |
author_facet |
Yang Song Jing Wang Lixin Wang |
author_sort |
Yang Song |
title |
Satellite Solar-Induced Chlorophyll Fluorescence Reveals Heat Stress Impacts on Wheat Yield in India |
title_short |
Satellite Solar-Induced Chlorophyll Fluorescence Reveals Heat Stress Impacts on Wheat Yield in India |
title_full |
Satellite Solar-Induced Chlorophyll Fluorescence Reveals Heat Stress Impacts on Wheat Yield in India |
title_fullStr |
Satellite Solar-Induced Chlorophyll Fluorescence Reveals Heat Stress Impacts on Wheat Yield in India |
title_full_unstemmed |
Satellite Solar-Induced Chlorophyll Fluorescence Reveals Heat Stress Impacts on Wheat Yield in India |
title_sort |
satellite solar-induced chlorophyll fluorescence reveals heat stress impacts on wheat yield in india |
publisher |
MDPI AG |
series |
Remote Sensing |
issn |
2072-4292 |
publishDate |
2020-10-01 |
description |
With continued global warming, the frequency and severity of heat wave events increased over the past decades, threatening both regional and global food security in the future. There are growing interests to study the impacts of drought on crop. However, studies on the impacts of heat stress on crop photosynthesis and yield are still lacking. To fill this knowledge gap, we used both statistical models and satellite solar-induced chlorophyll fluorescence (SIF) data to assess the impacts of heat stress on wheat yield in a major wheat growing region, the Indo-Gangetic Plains (IGP), India. The statistical model showed that the relationships between different accumulated degree days (ADD) and reported wheat yield were significantly negative. The results confirmed that heat stress affected wheat yield across this region. Building on such information, satellite SIF observations were used to further explore the physiological basis of heat stress impacts on wheat yield. Our results showed that SIF had strong negative correlations with ADDs and was capable of monitoring heat stress. The SIF results also indicated that heat stress caused yield loss by directly impacting the photosynthetic capacity in wheat. Overall, our findings demonstrated that SIF as an effective proxy for photosynthetic activity would improve our understanding of the impacts of heat stress on wheat yield. |
topic |
global warming remote sensing multivariable linear regression accumulated degree days yield loss |
url |
https://www.mdpi.com/2072-4292/12/20/3277 |
work_keys_str_mv |
AT yangsong satellitesolarinducedchlorophyllfluorescencerevealsheatstressimpactsonwheatyieldinindia AT jingwang satellitesolarinducedchlorophyllfluorescencerevealsheatstressimpactsonwheatyieldinindia AT lixinwang satellitesolarinducedchlorophyllfluorescencerevealsheatstressimpactsonwheatyieldinindia |
_version_ |
1724553937212669952 |