Examining Relationships between Heat Requirement of Remotely Sensed Green-up Date and Meteorological Indicators in the Hulun Buir Grassland
The accumulation of heat and moderate precipitation are the primary factors that are used by grasslands to trigger a green-up date. The accumulated growing degree-days (AGDD) requirement over the preseason is an important indicator of the response of grassland spring phenology to climate change. Thi...
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doaj-fcd222770102432fabddb2c0e41a7ad82021-03-10T00:07:17ZengMDPI AGRemote Sensing2072-42922021-03-01131044104410.3390/rs13051044Examining Relationships between Heat Requirement of Remotely Sensed Green-up Date and Meteorological Indicators in the Hulun Buir GrasslandJian Guo0Xiuchun Yang1Fan Chen2Jianming Niu3Sha Luo4Min Zhang5Yunxiang Jin6Ge Shen7Ang Chen8Xiaoyu Xing9Dong Yang10Bin Xu11School of Grassland Science, Beijing Forestry University, Beijing 100083, ChinaSchool of Grassland Science, Beijing Forestry University, Beijing 100083, ChinaAcademy of Agricultural Planning and Engineering, Ministry of Agriculture and Rural Affairs, Beijing 100125, ChinaSchool of Ecology and Environment, Inner Mongolia University, Hohhot 010021, ChinaDepartment of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, SingaporeFaculty of Geoscience and Environmental Engineering, Southwest JiaoTong University, Chengdu 611756, ChinaKey Laboratory of Agri-informatics, Ministry of Agriculture and Rural Affairs/Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, ChinaKey Laboratory of Agricultural Remote Sensing (AGRIRS), Ministry of Agriculture and Rural Affairs/Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, ChinaSchool of Grassland Science, Beijing Forestry University, Beijing 100083, ChinaKey Laboratory of Agri-informatics, Ministry of Agriculture and Rural Affairs/Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, ChinaKey Laboratory of Agri-informatics, Ministry of Agriculture and Rural Affairs/Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, ChinaKey Laboratory of Agri-informatics, Ministry of Agriculture and Rural Affairs/Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, ChinaThe accumulation of heat and moderate precipitation are the primary factors that are used by grasslands to trigger a green-up date. The accumulated growing degree-days (AGDD) requirement over the preseason is an important indicator of the response of grassland spring phenology to climate change. This study adopted the Normalized Difference Phenology Index (NDPI), which derived from the Moderate Resolution Imaging Spectroradiometer (MODIS), to extract annual green-up dates in the Hulun Buir grassland in China between 2001–2015. Our analysis indicated that the range (standard deviation) and trend for the green-up date were DOY (day of year) 104 to DOY 144 (10.6 days) and -2.0 days per decade. Nine point two percent of the study area had significant (<i>p</i> < 0.05) changes in AGDD requirements. The partial correlations between the AGDD requirements and chilling days (67.04%, pixels proportion) were negative and significant (<i>p</i> < 0.05). The partial correlations between the AGDD requirement and precipitation (28.87%) were positive and significant (<i>p</i> < 0.05). Finally, the partial correlation between the AGDD requirement and insolation (97.65%) were positive and significant (<i>p</i> < 0.05). The results of this study could reveal the response of vegetation to climate warming and contribute to improving the phenological mechanism model of different grassland types in future research.https://www.mdpi.com/2072-4292/13/5/1044green-up dateaccumulated growing degree-daysclimate changemeteorological indicatorsHulun Buirgrassland |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jian Guo Xiuchun Yang Fan Chen Jianming Niu Sha Luo Min Zhang Yunxiang Jin Ge Shen Ang Chen Xiaoyu Xing Dong Yang Bin Xu |
spellingShingle |
Jian Guo Xiuchun Yang Fan Chen Jianming Niu Sha Luo Min Zhang Yunxiang Jin Ge Shen Ang Chen Xiaoyu Xing Dong Yang Bin Xu Examining Relationships between Heat Requirement of Remotely Sensed Green-up Date and Meteorological Indicators in the Hulun Buir Grassland Remote Sensing green-up date accumulated growing degree-days climate change meteorological indicators Hulun Buir grassland |
author_facet |
Jian Guo Xiuchun Yang Fan Chen Jianming Niu Sha Luo Min Zhang Yunxiang Jin Ge Shen Ang Chen Xiaoyu Xing Dong Yang Bin Xu |
author_sort |
Jian Guo |
title |
Examining Relationships between Heat Requirement of Remotely Sensed Green-up Date and Meteorological Indicators in the Hulun Buir Grassland |
title_short |
Examining Relationships between Heat Requirement of Remotely Sensed Green-up Date and Meteorological Indicators in the Hulun Buir Grassland |
title_full |
Examining Relationships between Heat Requirement of Remotely Sensed Green-up Date and Meteorological Indicators in the Hulun Buir Grassland |
title_fullStr |
Examining Relationships between Heat Requirement of Remotely Sensed Green-up Date and Meteorological Indicators in the Hulun Buir Grassland |
title_full_unstemmed |
Examining Relationships between Heat Requirement of Remotely Sensed Green-up Date and Meteorological Indicators in the Hulun Buir Grassland |
title_sort |
examining relationships between heat requirement of remotely sensed green-up date and meteorological indicators in the hulun buir grassland |
publisher |
MDPI AG |
series |
Remote Sensing |
issn |
2072-4292 |
publishDate |
2021-03-01 |
description |
The accumulation of heat and moderate precipitation are the primary factors that are used by grasslands to trigger a green-up date. The accumulated growing degree-days (AGDD) requirement over the preseason is an important indicator of the response of grassland spring phenology to climate change. This study adopted the Normalized Difference Phenology Index (NDPI), which derived from the Moderate Resolution Imaging Spectroradiometer (MODIS), to extract annual green-up dates in the Hulun Buir grassland in China between 2001–2015. Our analysis indicated that the range (standard deviation) and trend for the green-up date were DOY (day of year) 104 to DOY 144 (10.6 days) and -2.0 days per decade. Nine point two percent of the study area had significant (<i>p</i> < 0.05) changes in AGDD requirements. The partial correlations between the AGDD requirements and chilling days (67.04%, pixels proportion) were negative and significant (<i>p</i> < 0.05). The partial correlations between the AGDD requirement and precipitation (28.87%) were positive and significant (<i>p</i> < 0.05). Finally, the partial correlation between the AGDD requirement and insolation (97.65%) were positive and significant (<i>p</i> < 0.05). The results of this study could reveal the response of vegetation to climate warming and contribute to improving the phenological mechanism model of different grassland types in future research. |
topic |
green-up date accumulated growing degree-days climate change meteorological indicators Hulun Buir grassland |
url |
https://www.mdpi.com/2072-4292/13/5/1044 |
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