Spatio-Temporal Changes and Contribution of Human and Meteorological Factors to Grassland Net Primary Productivity in the Three-Rivers Headwater Region from 2000 to 2019

Since the beginning of the 21st century, the net primary productivity (NPP) of grassland in the Three-Rivers Headwaters (TRH) region has changed significantly. In this study, NPP was assessed by the Carnegie-Ames-Stanford approach (CASA) model in TRH from 2000 to 2019. The abrupt changes of NPP and...

Full description

Bibliographic Details
Main Authors: Yang Song, Tian Liang, Linbo Zhang, Chaozhi Hao, Hao Wang
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/14/2/278
_version_ 1797622394716684288
author Yang Song
Tian Liang
Linbo Zhang
Chaozhi Hao
Hao Wang
author_facet Yang Song
Tian Liang
Linbo Zhang
Chaozhi Hao
Hao Wang
author_sort Yang Song
collection DOAJ
description Since the beginning of the 21st century, the net primary productivity (NPP) of grassland in the Three-Rivers Headwaters (TRH) region has changed significantly. In this study, NPP was assessed by the Carnegie-Ames-Stanford approach (CASA) model in TRH from 2000 to 2019. The abrupt changes of NPP and meteorological factors were analyzed by cumulative departure, MK test, and Pettitt test. The contributions of meteorological and human factors to changes in grassland NPP were quantitatively assessed using the scenario simulation method. The obtained results showed that: (1) From 2000 to 2019, the NPP of grasslands increased from 135.72 to 141.16 gC/m<sup>−2</sup>a<sup>−1</sup>. However, the overall growth trend was not significant, and the proportion of significant growth was only 31.45%; (2) An abrupt increase in meteorological factors occurred around 2005, while an abrupt increase in NPP occurred around 2008, which showed that 2008 was the year when human factors, such as ecological projects and policies, began to show a significant impact on the growth of NPP; and (3) The contribution of human factors to the abrupt increase in NPP was significantly greater than the contribution of meteorological factors. The contribution of human factors exceeded 70% in 93.68% of the studied area, reaching 98% in general, while the contribution of meteorological factors was less than 2%. Among them, the human contributions to the Yangtze River Source, the Yellow River Source, and the Lancang River Source all exceeded 95%. The negative effects of meteorological factors on the growth of NPP in the abovementioned three regions were as high as 47.35%, 48.66%, and 36.91%, respectively. Human factors have contributed greatly to the increase in NPP in most of the source areas of the Yellow River, the eastern part of Tanggulashan County, the southeastern part of Zhiduo County, and the western part of Zaduo County at the source of the Yangtze River.
first_indexed 2024-03-11T09:10:42Z
format Article
id doaj.art-19465bdaa13c41a89d0601b497fda42c
institution Directory Open Access Journal
issn 2073-4433
language English
last_indexed 2024-03-11T09:10:42Z
publishDate 2023-01-01
publisher MDPI AG
record_format Article
series Atmosphere
spelling doaj.art-19465bdaa13c41a89d0601b497fda42c2023-11-16T19:02:36ZengMDPI AGAtmosphere2073-44332023-01-0114227810.3390/atmos14020278Spatio-Temporal Changes and Contribution of Human and Meteorological Factors to Grassland Net Primary Productivity in the Three-Rivers Headwater Region from 2000 to 2019Yang Song0Tian Liang1Linbo Zhang2Chaozhi Hao3Hao Wang4Qingdao Institute of Humanities and Social Sciences, Shandong University, Qingdao 266237, ChinaSchool of Environmental Science and Engineering, Shandong University, Qingdao 266237, ChinaQingdao Institute of Humanities and Social Sciences, Shandong University, Qingdao 266237, ChinaSchool of Environmental Science and Engineering, Shandong University, Qingdao 266237, ChinaSchool of Environmental Science and Engineering, Shandong University, Qingdao 266237, ChinaSince the beginning of the 21st century, the net primary productivity (NPP) of grassland in the Three-Rivers Headwaters (TRH) region has changed significantly. In this study, NPP was assessed by the Carnegie-Ames-Stanford approach (CASA) model in TRH from 2000 to 2019. The abrupt changes of NPP and meteorological factors were analyzed by cumulative departure, MK test, and Pettitt test. The contributions of meteorological and human factors to changes in grassland NPP were quantitatively assessed using the scenario simulation method. The obtained results showed that: (1) From 2000 to 2019, the NPP of grasslands increased from 135.72 to 141.16 gC/m<sup>−2</sup>a<sup>−1</sup>. However, the overall growth trend was not significant, and the proportion of significant growth was only 31.45%; (2) An abrupt increase in meteorological factors occurred around 2005, while an abrupt increase in NPP occurred around 2008, which showed that 2008 was the year when human factors, such as ecological projects and policies, began to show a significant impact on the growth of NPP; and (3) The contribution of human factors to the abrupt increase in NPP was significantly greater than the contribution of meteorological factors. The contribution of human factors exceeded 70% in 93.68% of the studied area, reaching 98% in general, while the contribution of meteorological factors was less than 2%. Among them, the human contributions to the Yangtze River Source, the Yellow River Source, and the Lancang River Source all exceeded 95%. The negative effects of meteorological factors on the growth of NPP in the abovementioned three regions were as high as 47.35%, 48.66%, and 36.91%, respectively. Human factors have contributed greatly to the increase in NPP in most of the source areas of the Yellow River, the eastern part of Tanggulashan County, the southeastern part of Zhiduo County, and the western part of Zaduo County at the source of the Yangtze River.https://www.mdpi.com/2073-4433/14/2/278Three-Rivers Headwater regiongrassland NPPabrupt changecontribution degreehuman factorsmeteorological factors
spellingShingle Yang Song
Tian Liang
Linbo Zhang
Chaozhi Hao
Hao Wang
Spatio-Temporal Changes and Contribution of Human and Meteorological Factors to Grassland Net Primary Productivity in the Three-Rivers Headwater Region from 2000 to 2019
Atmosphere
Three-Rivers Headwater region
grassland NPP
abrupt change
contribution degree
human factors
meteorological factors
title Spatio-Temporal Changes and Contribution of Human and Meteorological Factors to Grassland Net Primary Productivity in the Three-Rivers Headwater Region from 2000 to 2019
title_full Spatio-Temporal Changes and Contribution of Human and Meteorological Factors to Grassland Net Primary Productivity in the Three-Rivers Headwater Region from 2000 to 2019
title_fullStr Spatio-Temporal Changes and Contribution of Human and Meteorological Factors to Grassland Net Primary Productivity in the Three-Rivers Headwater Region from 2000 to 2019
title_full_unstemmed Spatio-Temporal Changes and Contribution of Human and Meteorological Factors to Grassland Net Primary Productivity in the Three-Rivers Headwater Region from 2000 to 2019
title_short Spatio-Temporal Changes and Contribution of Human and Meteorological Factors to Grassland Net Primary Productivity in the Three-Rivers Headwater Region from 2000 to 2019
title_sort spatio temporal changes and contribution of human and meteorological factors to grassland net primary productivity in the three rivers headwater region from 2000 to 2019
topic Three-Rivers Headwater region
grassland NPP
abrupt change
contribution degree
human factors
meteorological factors
url https://www.mdpi.com/2073-4433/14/2/278
work_keys_str_mv AT yangsong spatiotemporalchangesandcontributionofhumanandmeteorologicalfactorstograsslandnetprimaryproductivityinthethreeriversheadwaterregionfrom2000to2019
AT tianliang spatiotemporalchangesandcontributionofhumanandmeteorologicalfactorstograsslandnetprimaryproductivityinthethreeriversheadwaterregionfrom2000to2019
AT linbozhang spatiotemporalchangesandcontributionofhumanandmeteorologicalfactorstograsslandnetprimaryproductivityinthethreeriversheadwaterregionfrom2000to2019
AT chaozhihao spatiotemporalchangesandcontributionofhumanandmeteorologicalfactorstograsslandnetprimaryproductivityinthethreeriversheadwaterregionfrom2000to2019
AT haowang spatiotemporalchangesandcontributionofhumanandmeteorologicalfactorstograsslandnetprimaryproductivityinthethreeriversheadwaterregionfrom2000to2019