Spatial–Temporal Correlations between Soil pH and NPP of Grassland Ecosystems in the Yellow River Source Area, China

In recent years, ecological concerns such as vegetation destruction, permafrost deterioration, and river drying have been paid much more attention to on the Yellow River Basin in China. Soil pH is regarded to be the fundamental variable among soil properties for vegetation growth, while net primary...

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Published in:International Journal of Environmental Research and Public Health
Main Authors: Xiaoning Zhang, Lili Nian, Xingyu Liu, Xiaodan Li, Samuel Adingo, Xuelu Liu, Quanxi Wang, Yingbo Yang, Miaomiao Zhang, Caihong Hui, Wenting Yu, Xinyu Zhang, Wenjun Ma, Yaoquan Zhang
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2022
Subjects:
R
Online Access:https://doi.org/10.3390/ijerph19148852
https://doaj.org/article/0f094549fc354de8ad7ca8593f37388a
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spelling ftdoajarticles:oai:doaj.org/article:0f094549fc354de8ad7ca8593f37388a 2023-05-15T17:58:12+02:00 Spatial–Temporal Correlations between Soil pH and NPP of Grassland Ecosystems in the Yellow River Source Area, China Xiaoning Zhang Lili Nian Xingyu Liu Xiaodan Li Samuel Adingo Xuelu Liu Quanxi Wang Yingbo Yang Miaomiao Zhang Caihong Hui Wenting Yu Xinyu Zhang Wenjun Ma Yaoquan Zhang 2022-07-01T00:00:00Z https://doi.org/10.3390/ijerph19148852 https://doaj.org/article/0f094549fc354de8ad7ca8593f37388a EN eng MDPI AG https://www.mdpi.com/1660-4601/19/14/8852 https://doaj.org/toc/1661-7827 https://doaj.org/toc/1660-4601 doi:10.3390/ijerph19148852 1660-4601 1661-7827 https://doaj.org/article/0f094549fc354de8ad7ca8593f37388a International Journal of Environmental Research and Public Health, Vol 19, Iss 8852, p 8852 (2022) MODIS time-lag effect coupling relationship contribution index alpine area Medicine R article 2022 ftdoajarticles https://doi.org/10.3390/ijerph19148852 2022-12-31T02:09:58Z In recent years, ecological concerns such as vegetation destruction, permafrost deterioration, and river drying have been paid much more attention to on the Yellow River Basin in China. Soil pH is regarded to be the fundamental variable among soil properties for vegetation growth, while net primary productivity (NPP) is also an essential indicator to reflect the healthy growth of vegetation. Due to the limitation of on-site samples, the spatial–temporal variations in soil pH and NPP, as well as their intrinsic mechanisms, remain unknown, especially in the Yellow River source area, China. Therefore, it is imperative to investigate the coupling relationship between soil pH and NPP of the area. The study coupled MODIS reflectance data (MOD09A1) with on-site soil pH to estimate spatial–temporal variations in soil pH, explore the response of NPP to soil pH, and assess the extent to which they contribute to grassland ecosystems, thus helping to fill knowledge gaps. Results indicated that the surface spectral reflectance for seven bands could express the geographic pattern of soil pH by applying a multiple linear regression equation; NPP exhibited an increasing trend while soil pH was the contrary in summer from 2000 to 2021. In summer, NPP was negatively correlated with soil pH and there was a lag effect in the response of NPP to soil pH, revealing a correlation between temperate steppes > montane meadows > alpine meadows > swamps in different grassland ecosystems. In addition, contribution indices for temperate steppes and montane meadows were positive whereas they were negative for swamps and alpine meadows, which are apparent findings. The contribution index of montane and alpine meadows was greater than that of temperate steppes and swamps. The approach of the study can enable managers to easily identify and rehabilitate alkaline soil and provides an important reference and practical value for ecological restoration and sustainable development of grassland ecosystems in alpine regions. Article in Journal/Newspaper permafrost Directory of Open Access Journals: DOAJ Articles International Journal of Environmental Research and Public Health 19 14 8852
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic MODIS
time-lag effect
coupling relationship
contribution index
alpine area
Medicine
R
spellingShingle MODIS
time-lag effect
coupling relationship
contribution index
alpine area
Medicine
R
Xiaoning Zhang
Lili Nian
Xingyu Liu
Xiaodan Li
Samuel Adingo
Xuelu Liu
Quanxi Wang
Yingbo Yang
Miaomiao Zhang
Caihong Hui
Wenting Yu
Xinyu Zhang
Wenjun Ma
Yaoquan Zhang
Spatial–Temporal Correlations between Soil pH and NPP of Grassland Ecosystems in the Yellow River Source Area, China
topic_facet MODIS
time-lag effect
coupling relationship
contribution index
alpine area
Medicine
R
description In recent years, ecological concerns such as vegetation destruction, permafrost deterioration, and river drying have been paid much more attention to on the Yellow River Basin in China. Soil pH is regarded to be the fundamental variable among soil properties for vegetation growth, while net primary productivity (NPP) is also an essential indicator to reflect the healthy growth of vegetation. Due to the limitation of on-site samples, the spatial–temporal variations in soil pH and NPP, as well as their intrinsic mechanisms, remain unknown, especially in the Yellow River source area, China. Therefore, it is imperative to investigate the coupling relationship between soil pH and NPP of the area. The study coupled MODIS reflectance data (MOD09A1) with on-site soil pH to estimate spatial–temporal variations in soil pH, explore the response of NPP to soil pH, and assess the extent to which they contribute to grassland ecosystems, thus helping to fill knowledge gaps. Results indicated that the surface spectral reflectance for seven bands could express the geographic pattern of soil pH by applying a multiple linear regression equation; NPP exhibited an increasing trend while soil pH was the contrary in summer from 2000 to 2021. In summer, NPP was negatively correlated with soil pH and there was a lag effect in the response of NPP to soil pH, revealing a correlation between temperate steppes > montane meadows > alpine meadows > swamps in different grassland ecosystems. In addition, contribution indices for temperate steppes and montane meadows were positive whereas they were negative for swamps and alpine meadows, which are apparent findings. The contribution index of montane and alpine meadows was greater than that of temperate steppes and swamps. The approach of the study can enable managers to easily identify and rehabilitate alkaline soil and provides an important reference and practical value for ecological restoration and sustainable development of grassland ecosystems in alpine regions.
format Article in Journal/Newspaper
author Xiaoning Zhang
Lili Nian
Xingyu Liu
Xiaodan Li
Samuel Adingo
Xuelu Liu
Quanxi Wang
Yingbo Yang
Miaomiao Zhang
Caihong Hui
Wenting Yu
Xinyu Zhang
Wenjun Ma
Yaoquan Zhang
author_facet Xiaoning Zhang
Lili Nian
Xingyu Liu
Xiaodan Li
Samuel Adingo
Xuelu Liu
Quanxi Wang
Yingbo Yang
Miaomiao Zhang
Caihong Hui
Wenting Yu
Xinyu Zhang
Wenjun Ma
Yaoquan Zhang
author_sort Xiaoning Zhang
title Spatial–Temporal Correlations between Soil pH and NPP of Grassland Ecosystems in the Yellow River Source Area, China
title_short Spatial–Temporal Correlations between Soil pH and NPP of Grassland Ecosystems in the Yellow River Source Area, China
title_full Spatial–Temporal Correlations between Soil pH and NPP of Grassland Ecosystems in the Yellow River Source Area, China
title_fullStr Spatial–Temporal Correlations between Soil pH and NPP of Grassland Ecosystems in the Yellow River Source Area, China
title_full_unstemmed Spatial–Temporal Correlations between Soil pH and NPP of Grassland Ecosystems in the Yellow River Source Area, China
title_sort spatial–temporal correlations between soil ph and npp of grassland ecosystems in the yellow river source area, china
publisher MDPI AG
publishDate 2022
url https://doi.org/10.3390/ijerph19148852
https://doaj.org/article/0f094549fc354de8ad7ca8593f37388a
genre permafrost
genre_facet permafrost
op_source International Journal of Environmental Research and Public Health, Vol 19, Iss 8852, p 8852 (2022)
op_relation https://www.mdpi.com/1660-4601/19/14/8852
https://doaj.org/toc/1661-7827
https://doaj.org/toc/1660-4601
doi:10.3390/ijerph19148852
1660-4601
1661-7827
https://doaj.org/article/0f094549fc354de8ad7ca8593f37388a
op_doi https://doi.org/10.3390/ijerph19148852
container_title International Journal of Environmental Research and Public Health
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