{"title":"日本九州南部未受干扰山溪基流条件下溪流硝酸盐浓度的环境决定因素。","authors":"Nay Lin Maung, Naoko Tokuchi, Yukio Komai, Soyoka Makino, Hikari Shimadera, Satoru Chatani, Kazuya Nishina","doi":"10.1002/wer.70131","DOIUrl":null,"url":null,"abstract":"<p><p>This study investigated the environmental determinants of nitrate (NO<sub>3</sub> <sup>-</sup>) concentrations from undisturbed mountain streams in the southern part of Kyushu Main Island, Japan. Four hundred twenty-seven water samples were collected between April 2021 and December 2022 under the baseflow condition. Random Forest (RF) regression model was used to identify the important environmental factors affecting stream NO<sub>3</sub> <sup>-</sup> concentrations. The RF result revealed that annual precipitation is the most significant determinant, negatively correlation with NO<sub>3</sub> <sup>-</sup> concentrations. This suggests that higher precipitation enhances NO<sub>3</sub> <sup>-</sup> flushing from forest soils, reducing NO<sub>3</sub> <sup>-</sup> availability during subsequent baseflow periods. In contrast, temperature was positively correlated, indicating that higher temperature may increase nitrogen mineralization and nitrification rates, leading to more NO<sub>3</sub> <sup>-</sup> leaching. Atmospheric nitrogen (N) depositions derived from agricultural emissions and fuel combustions are also significantly influenced stream NO<sub>3</sub> <sup>-</sup>. Stream NO<sub>3</sub> <sup>-</sup> concentrations tended to increase when total annual N deposition exceeded approximately 12 kg N ha<sup>-1</sup> year<sup>-1</sup>. These findings highlight the importance of climatic variables, particularly precipitation and temperature, and N depositions in determining stream NO<sub>3</sub> <sup>-</sup> concentrations in the wider area, providing a valuable framework for predicting and mitigating N pollution in similar ecosystems globally.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"97 7","pages":"e70131"},"PeriodicalIF":2.5000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Environmental Determinants of Stream Nitrate Concentrations During Baseflow Conditions in Undisturbed Mountain Streams of Southern Parts of Kyushu, Japan.\",\"authors\":\"Nay Lin Maung, Naoko Tokuchi, Yukio Komai, Soyoka Makino, Hikari Shimadera, Satoru Chatani, Kazuya Nishina\",\"doi\":\"10.1002/wer.70131\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>This study investigated the environmental determinants of nitrate (NO<sub>3</sub> <sup>-</sup>) concentrations from undisturbed mountain streams in the southern part of Kyushu Main Island, Japan. Four hundred twenty-seven water samples were collected between April 2021 and December 2022 under the baseflow condition. Random Forest (RF) regression model was used to identify the important environmental factors affecting stream NO<sub>3</sub> <sup>-</sup> concentrations. The RF result revealed that annual precipitation is the most significant determinant, negatively correlation with NO<sub>3</sub> <sup>-</sup> concentrations. This suggests that higher precipitation enhances NO<sub>3</sub> <sup>-</sup> flushing from forest soils, reducing NO<sub>3</sub> <sup>-</sup> availability during subsequent baseflow periods. In contrast, temperature was positively correlated, indicating that higher temperature may increase nitrogen mineralization and nitrification rates, leading to more NO<sub>3</sub> <sup>-</sup> leaching. Atmospheric nitrogen (N) depositions derived from agricultural emissions and fuel combustions are also significantly influenced stream NO<sub>3</sub> <sup>-</sup>. Stream NO<sub>3</sub> <sup>-</sup> concentrations tended to increase when total annual N deposition exceeded approximately 12 kg N ha<sup>-1</sup> year<sup>-1</sup>. These findings highlight the importance of climatic variables, particularly precipitation and temperature, and N depositions in determining stream NO<sub>3</sub> <sup>-</sup> concentrations in the wider area, providing a valuable framework for predicting and mitigating N pollution in similar ecosystems globally.</p>\",\"PeriodicalId\":23621,\"journal\":{\"name\":\"Water Environment Research\",\"volume\":\"97 7\",\"pages\":\"e70131\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Water Environment Research\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1002/wer.70131\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENGINEERING, ENVIRONMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water Environment Research","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1002/wer.70131","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
引用次数: 0
摘要
本研究调查了日本九州本岛南部未受干扰的山间溪流中硝酸盐(NO3 -)浓度的环境决定因素。在2021年4月至2022年12月期间,在基流条件下采集了427份水样。采用随机森林(RF)回归模型识别影响水体NO3 -浓度的重要环境因子。RF结果显示,年降水量是最显著的决定因素,与NO3 -浓度呈负相关。这表明,较高的降水增强了森林土壤的NO3 -冲刷,降低了随后基流期NO3 -的有效性。温度呈正相关,说明温度升高可能会增加氮矿化和硝化速率,导致更多的NO3 -浸出。来自农业排放和燃料燃烧的大气氮(N)沉积也显著影响溪流NO3 -。当年总氮沉降超过约12 kg N ha-1 -1时,水体NO3 -浓度呈上升趋势。这些发现强调了气候变量(特别是降水和温度)和N沉积在确定更广泛地区溪流NO3 -浓度中的重要性,为预测和减轻全球类似生态系统中的N污染提供了有价值的框架。
Environmental Determinants of Stream Nitrate Concentrations During Baseflow Conditions in Undisturbed Mountain Streams of Southern Parts of Kyushu, Japan.
This study investigated the environmental determinants of nitrate (NO3-) concentrations from undisturbed mountain streams in the southern part of Kyushu Main Island, Japan. Four hundred twenty-seven water samples were collected between April 2021 and December 2022 under the baseflow condition. Random Forest (RF) regression model was used to identify the important environmental factors affecting stream NO3- concentrations. The RF result revealed that annual precipitation is the most significant determinant, negatively correlation with NO3- concentrations. This suggests that higher precipitation enhances NO3- flushing from forest soils, reducing NO3- availability during subsequent baseflow periods. In contrast, temperature was positively correlated, indicating that higher temperature may increase nitrogen mineralization and nitrification rates, leading to more NO3- leaching. Atmospheric nitrogen (N) depositions derived from agricultural emissions and fuel combustions are also significantly influenced stream NO3-. Stream NO3- concentrations tended to increase when total annual N deposition exceeded approximately 12 kg N ha-1 year-1. These findings highlight the importance of climatic variables, particularly precipitation and temperature, and N depositions in determining stream NO3- concentrations in the wider area, providing a valuable framework for predicting and mitigating N pollution in similar ecosystems globally.
期刊介绍:
Published since 1928, Water Environment Research (WER) is an international multidisciplinary water resource management journal for the dissemination of fundamental and applied research in all scientific and technical areas related to water quality and resource recovery. WER''s goal is to foster communication and interdisciplinary research between water sciences and related fields such as environmental toxicology, agriculture, public and occupational health, microbiology, and ecology. In addition to original research articles, short communications, case studies, reviews, and perspectives are encouraged.