Yupan Zhang , Hao Wang , Yuichi Onda , Yiliu Tan , Hiroaki Kato
{"title":"基于lidar的冠层结构解释福岛人工林穿透雨中137Cs浓度","authors":"Yupan Zhang , Hao Wang , Yuichi Onda , Yiliu Tan , Hiroaki Kato","doi":"10.1016/j.envpol.2025.126262","DOIUrl":null,"url":null,"abstract":"<div><div>Following the Fukushima Daiichi nuclear power plant accident, approximately 1.8 PBq of Cesium-137 (<sup>137</sup>Cs) got deposited in forested areas—2600 km<sup>2</sup> received more than 100 kBq/m<sup>2</sup> of <sup>137</sup>Cs. In Fukushima's predominantly cedar plantation forests, 60–90 % of the <sup>137</sup>Cs deposition was intercepted by the forest canopy. Previous studies have confirmed the gradual migration of cesium from tree canopies to the forest floor. However, these investigations have typically focused on plot-level trends, overlooking variations within the canopy itself. Our study aims to address this gap by employing terrestrial Light Detection and Ranging (LiDAR) scan to elucidate the relationship between <sup>137</sup>Cs activity/flux in throughfall and canopy characteristics post-accident. By defining a conical effective impact zone above each sampler and employing voxelization, we developed a robust and quantifiable method for assessing the impact of canopy volume on <sup>137</sup>Cs flux. We identified two distinct patterns: high penetration with low <sup>137</sup>Cs activity, and low penetration with high <sup>137</sup>Cs activity. Analyzing various rainfall events revealed that prolonged light rain often resulted in higher concentrations. Point cloud volume analysis within a 5° range conical zone above rain gauges indicated that larger canopy volumes correlated with reduced throughfall, leading to higher <sup>137</sup>Cs activity (R<sup>2</sup> = 0.308–0.578). Conversely, larger canopy volumes also increased <sup>137</sup>Cs flux (R<sup>2</sup> = 0.1879–0.7496). Hydrogen and oxygen stable isotope composition suggested significant canopy evaporation during extended periods of light rainfall, resulting in concentrated and elevated <sup>137</sup>Cs levels. This precise canopy quantification aids in understanding <sup>137</sup>Cs source allocation and exposure in forest ecosystems, providing a basis for radiation dose quantification and health risk assessment.</div></div>","PeriodicalId":311,"journal":{"name":"Environmental Pollution","volume":"374 ","pages":"Article 126262"},"PeriodicalIF":7.6000,"publicationDate":"2025-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"LiDAR-derived canopy structure explains 137Cs concentrations in throughfall in Fukushima plantation forest\",\"authors\":\"Yupan Zhang , Hao Wang , Yuichi Onda , Yiliu Tan , Hiroaki Kato\",\"doi\":\"10.1016/j.envpol.2025.126262\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Following the Fukushima Daiichi nuclear power plant accident, approximately 1.8 PBq of Cesium-137 (<sup>137</sup>Cs) got deposited in forested areas—2600 km<sup>2</sup> received more than 100 kBq/m<sup>2</sup> of <sup>137</sup>Cs. In Fukushima's predominantly cedar plantation forests, 60–90 % of the <sup>137</sup>Cs deposition was intercepted by the forest canopy. Previous studies have confirmed the gradual migration of cesium from tree canopies to the forest floor. However, these investigations have typically focused on plot-level trends, overlooking variations within the canopy itself. Our study aims to address this gap by employing terrestrial Light Detection and Ranging (LiDAR) scan to elucidate the relationship between <sup>137</sup>Cs activity/flux in throughfall and canopy characteristics post-accident. By defining a conical effective impact zone above each sampler and employing voxelization, we developed a robust and quantifiable method for assessing the impact of canopy volume on <sup>137</sup>Cs flux. We identified two distinct patterns: high penetration with low <sup>137</sup>Cs activity, and low penetration with high <sup>137</sup>Cs activity. Analyzing various rainfall events revealed that prolonged light rain often resulted in higher concentrations. Point cloud volume analysis within a 5° range conical zone above rain gauges indicated that larger canopy volumes correlated with reduced throughfall, leading to higher <sup>137</sup>Cs activity (R<sup>2</sup> = 0.308–0.578). Conversely, larger canopy volumes also increased <sup>137</sup>Cs flux (R<sup>2</sup> = 0.1879–0.7496). Hydrogen and oxygen stable isotope composition suggested significant canopy evaporation during extended periods of light rainfall, resulting in concentrated and elevated <sup>137</sup>Cs levels. This precise canopy quantification aids in understanding <sup>137</sup>Cs source allocation and exposure in forest ecosystems, providing a basis for radiation dose quantification and health risk assessment.</div></div>\",\"PeriodicalId\":311,\"journal\":{\"name\":\"Environmental Pollution\",\"volume\":\"374 \",\"pages\":\"Article 126262\"},\"PeriodicalIF\":7.6000,\"publicationDate\":\"2025-04-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Pollution\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0269749125006359\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Pollution","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0269749125006359","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
LiDAR-derived canopy structure explains 137Cs concentrations in throughfall in Fukushima plantation forest
Following the Fukushima Daiichi nuclear power plant accident, approximately 1.8 PBq of Cesium-137 (137Cs) got deposited in forested areas—2600 km2 received more than 100 kBq/m2 of 137Cs. In Fukushima's predominantly cedar plantation forests, 60–90 % of the 137Cs deposition was intercepted by the forest canopy. Previous studies have confirmed the gradual migration of cesium from tree canopies to the forest floor. However, these investigations have typically focused on plot-level trends, overlooking variations within the canopy itself. Our study aims to address this gap by employing terrestrial Light Detection and Ranging (LiDAR) scan to elucidate the relationship between 137Cs activity/flux in throughfall and canopy characteristics post-accident. By defining a conical effective impact zone above each sampler and employing voxelization, we developed a robust and quantifiable method for assessing the impact of canopy volume on 137Cs flux. We identified two distinct patterns: high penetration with low 137Cs activity, and low penetration with high 137Cs activity. Analyzing various rainfall events revealed that prolonged light rain often resulted in higher concentrations. Point cloud volume analysis within a 5° range conical zone above rain gauges indicated that larger canopy volumes correlated with reduced throughfall, leading to higher 137Cs activity (R2 = 0.308–0.578). Conversely, larger canopy volumes also increased 137Cs flux (R2 = 0.1879–0.7496). Hydrogen and oxygen stable isotope composition suggested significant canopy evaporation during extended periods of light rainfall, resulting in concentrated and elevated 137Cs levels. This precise canopy quantification aids in understanding 137Cs source allocation and exposure in forest ecosystems, providing a basis for radiation dose quantification and health risk assessment.
期刊介绍:
Environmental Pollution is an international peer-reviewed journal that publishes high-quality research papers and review articles covering all aspects of environmental pollution and its impacts on ecosystems and human health.
Subject areas include, but are not limited to:
• Sources and occurrences of pollutants that are clearly defined and measured in environmental compartments, food and food-related items, and human bodies;
• Interlinks between contaminant exposure and biological, ecological, and human health effects, including those of climate change;
• Contaminants of emerging concerns (including but not limited to antibiotic resistant microorganisms or genes, microplastics/nanoplastics, electronic wastes, light, and noise) and/or their biological, ecological, or human health effects;
• Laboratory and field studies on the remediation/mitigation of environmental pollution via new techniques and with clear links to biological, ecological, or human health effects;
• Modeling of pollution processes, patterns, or trends that is of clear environmental and/or human health interest;
• New techniques that measure and examine environmental occurrences, transport, behavior, and effects of pollutants within the environment or the laboratory, provided that they can be clearly used to address problems within regional or global environmental compartments.