TY - JOUR
T1 - Comparison of spatial and temporal changes in riverine nitrate concentration from terrestrial basins to the sea between the 1980s and the 2000s in Japan
T2 - Impact of recent demographic shifts
AU - Shibata, Hideaki
AU - Ban, Ryosuke
AU - Hirano, Nanae
AU - Eguchi, Sadao
AU - Mishima, Shin Ichiro
AU - Chiwa, Masaaki
AU - Yamashita, Naoyuki
N1 - Funding Information:
This study was partly supported by the Environment Research and Technology Development Fund ( JPMEERF16S11508 ) of the Ministry of the Environment , Japan. This study was also partly supported by project 28005A of the NARO Bio-oriented Technology Research Advancement Institution (Research Program on Development of Innovative Technology), Grants-in-Aid for Scientific Research ( 17H03833 ) and Research Institute for Humanity and Nature ( RIHN : a constituent member of NIHU) Project No. 14200156 . Regional climate projection dataset, NARO 2017, was distributed at the Data Integration and Analysis System (DIAS). This research was supported by Japan Science and Technology Agency ( JST ) as part of the Belmont Forum. We would like to thank Drs. Toshimasa Ohara, Yu Morino, Junichi Kurokawa, Masatoshi Kuribayashi, Kazunori Kohyama, Michio Oguro, Rei Shibata, Masahiro Aiba and Kazuya Nishina for their helpful support in regard to data provision, collection and analysis.
Funding Information:
This study was partly supported by the Environment Research and Technology Development Fund (JPMEERF16S11508) of the Ministry of the Environment, Japan. This study was also partly supported by project 28005A of the NARO Bio-oriented Technology Research Advancement Institution (Research Program on Development of Innovative Technology), Grants-in-Aid for Scientific Research (17H03833) and Research Institute for Humanity and Nature (RIHN: a constituent member of NIHU) Project No. 14200156. Regional climate projection dataset, NARO 2017, was distributed at the Data Integration and Analysis System (DIAS). This research was supported by Japan Science and Technology Agency (JST) as part of the Belmont Forum. We would like to thank Drs. Toshimasa Ohara, Yu Morino, Junichi Kurokawa, Masatoshi Kuribayashi, Kazunori Kohyama, Michio Oguro, Rei Shibata, Masahiro Aiba and Kazuya Nishina for their helpful support in regard to data provision, collection and analysis.
Publisher Copyright:
© 2021 Elsevier Ltd
PY - 2021/11/1
Y1 - 2021/11/1
N2 - Nitrogen (N) is an essential nutrient but may become a pollution source in the environment when the N concentration exceeds a certain threshold for humans and nature. Nitrate is a major N species in river water with notable spatial and temporal variations under the influences of natural factors and anthropogenic N inputs. We analyzed the relationship between riverine N (focusing on nitrate) concentration and various factors (land use, climate, basin topography, atmospheric N deposition, agricultural N sources and human-derived N) in 104 rivers located throughout the Japanese Archipelago except small remote islands. We aimed to better understand processes and mechanisms to explain the spatial and temporal changes in riverine nitrate concentration. A publicly available river water quality database observed in the 1980s (1980–1989) and 2000s (2000–2009) was used. This study is the first to evaluate the long-term scale of 20 years in the latter half of Japan's economic growth period at the national level. A geographic information system (GIS) was employed to determine average values of each variable collected from multiple sources of statistical data. We then performed regression analysis and structural equation modeling (SEM) for each period. The forestland area influenced by the basin topography, climate (i.e., air temperature) and other land uses (i.e., farmland and urban area) played a major role in decreasing nitrate concentrations in both the 1980s and 2000s. Atmospheric N deposition (especially N oxides) and agricultural N sources (fertilizer and manure) were also significant variables regarding the spatial variations in riverine nitrate concentrations. The SEM results suggested that human-derived N (via food consumption) intensified by demographic shifts during the 2000s increased riverine nitrate concentrations over other variables within the context of spatial variation. These findings facilitate better decision making regarding land use, agricultural practices, pollution control and individual behaviors toward a sustainable society.
AB - Nitrogen (N) is an essential nutrient but may become a pollution source in the environment when the N concentration exceeds a certain threshold for humans and nature. Nitrate is a major N species in river water with notable spatial and temporal variations under the influences of natural factors and anthropogenic N inputs. We analyzed the relationship between riverine N (focusing on nitrate) concentration and various factors (land use, climate, basin topography, atmospheric N deposition, agricultural N sources and human-derived N) in 104 rivers located throughout the Japanese Archipelago except small remote islands. We aimed to better understand processes and mechanisms to explain the spatial and temporal changes in riverine nitrate concentration. A publicly available river water quality database observed in the 1980s (1980–1989) and 2000s (2000–2009) was used. This study is the first to evaluate the long-term scale of 20 years in the latter half of Japan's economic growth period at the national level. A geographic information system (GIS) was employed to determine average values of each variable collected from multiple sources of statistical data. We then performed regression analysis and structural equation modeling (SEM) for each period. The forestland area influenced by the basin topography, climate (i.e., air temperature) and other land uses (i.e., farmland and urban area) played a major role in decreasing nitrate concentrations in both the 1980s and 2000s. Atmospheric N deposition (especially N oxides) and agricultural N sources (fertilizer and manure) were also significant variables regarding the spatial variations in riverine nitrate concentrations. The SEM results suggested that human-derived N (via food consumption) intensified by demographic shifts during the 2000s increased riverine nitrate concentrations over other variables within the context of spatial variation. These findings facilitate better decision making regarding land use, agricultural practices, pollution control and individual behaviors toward a sustainable society.
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U2 - 10.1016/j.envpol.2021.117695
DO - 10.1016/j.envpol.2021.117695
M3 - Article
C2 - 34252718
AN - SCOPUS:85109507103
SN - 0269-7491
VL - 288
JO - Environmental Pollution
JF - Environmental Pollution
M1 - 117695
ER -