Emily Hague , Alice Walters , Anna Moscrop , Emma Steel , Katie Dyke , Carole Davis , Bernard Siddle , Debbie Cole , Sarah MacDonald-Taylor , Peter Gulliver , Rebecca Olaleye , Juliane Lehmann , Sebastian Olias , Carsten Hilgenfeld , Julie Tozer , Wendy Kilroe , Áine Purcell-Milton , Kathryn Allan , Tim Stenton , Lauren McWhinnie
{"title":"海洋监测:基于陆地的公民科学观察表明,AIS数据不足以代表与海洋哺乳动物共同发生的沿海船只交通","authors":"Emily Hague , Alice Walters , Anna Moscrop , Emma Steel , Katie Dyke , Carole Davis , Bernard Siddle , Debbie Cole , Sarah MacDonald-Taylor , Peter Gulliver , Rebecca Olaleye , Juliane Lehmann , Sebastian Olias , Carsten Hilgenfeld , Julie Tozer , Wendy Kilroe , Áine Purcell-Milton , Kathryn Allan , Tim Stenton , Lauren McWhinnie","doi":"10.1016/j.biocon.2025.111284","DOIUrl":null,"url":null,"abstract":"<div><div>Marine mammals are vulnerable to a variety of impacts from vessels, including underwater noise disturbance and injury from collision. To quantify this risk, AIS (Automatic Identification System) vessel tracking data is often used as a proxy of vessel presence. However, many vessels do not appear within AIS datasets, meaning evaluating impacts using AIS alone will likely underestimate the potential for effects to occur. To understand the scale of underestimation and the types of vessels co-occurring with marine mammals, 3-yrs of land-based surveys recorded all vessels (sighted within ∼10 km of shore) that were observed concurrently with whales, dolphins and seals (sighted within ∼3 km of shore). Surveys were conducted from multiple sites within five Scottish Marine Regions. Observations of responses to vessels were also recorded opportunistically.</div><div>AIS data accurately reflected coastal vessel traffic co-occurring with marine mammals during 30 % of the surveyed period. 59 % of vessels seen were not broadcasting AIS, with seasonal and spatial variation in AIS transmission rates, with lowest AIS transmission rates in summer (when 38 % of co-occurring vessels were broadcasting AIS). Non-AIS vessels were more frequently observed travelling at speeds that may pose an elevated risk to marine mammals, and were also more frequently recorded to elicit a response. 45 % of responses to vessels involved non-AIS powered vessels, and 33 % were in relation to human-powered vessels (e.g. kayaks). The results show that the majority of vessels that co-occur with marine mammals are non-AIS, and as such AIS data alone is insufficient to represent vessel-related impacts.</div></div>","PeriodicalId":55375,"journal":{"name":"Biological Conservation","volume":"309 ","pages":"Article 111284"},"PeriodicalIF":4.4000,"publicationDate":"2025-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Marine monitors: Land-based citizen science observations show AIS data underrepresents coastal vessel traffic co-occurring with marine mammals\",\"authors\":\"Emily Hague , Alice Walters , Anna Moscrop , Emma Steel , Katie Dyke , Carole Davis , Bernard Siddle , Debbie Cole , Sarah MacDonald-Taylor , Peter Gulliver , Rebecca Olaleye , Juliane Lehmann , Sebastian Olias , Carsten Hilgenfeld , Julie Tozer , Wendy Kilroe , Áine Purcell-Milton , Kathryn Allan , Tim Stenton , Lauren McWhinnie\",\"doi\":\"10.1016/j.biocon.2025.111284\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Marine mammals are vulnerable to a variety of impacts from vessels, including underwater noise disturbance and injury from collision. To quantify this risk, AIS (Automatic Identification System) vessel tracking data is often used as a proxy of vessel presence. However, many vessels do not appear within AIS datasets, meaning evaluating impacts using AIS alone will likely underestimate the potential for effects to occur. To understand the scale of underestimation and the types of vessels co-occurring with marine mammals, 3-yrs of land-based surveys recorded all vessels (sighted within ∼10 km of shore) that were observed concurrently with whales, dolphins and seals (sighted within ∼3 km of shore). Surveys were conducted from multiple sites within five Scottish Marine Regions. Observations of responses to vessels were also recorded opportunistically.</div><div>AIS data accurately reflected coastal vessel traffic co-occurring with marine mammals during 30 % of the surveyed period. 59 % of vessels seen were not broadcasting AIS, with seasonal and spatial variation in AIS transmission rates, with lowest AIS transmission rates in summer (when 38 % of co-occurring vessels were broadcasting AIS). Non-AIS vessels were more frequently observed travelling at speeds that may pose an elevated risk to marine mammals, and were also more frequently recorded to elicit a response. 45 % of responses to vessels involved non-AIS powered vessels, and 33 % were in relation to human-powered vessels (e.g. kayaks). The results show that the majority of vessels that co-occur with marine mammals are non-AIS, and as such AIS data alone is insufficient to represent vessel-related impacts.</div></div>\",\"PeriodicalId\":55375,\"journal\":{\"name\":\"Biological Conservation\",\"volume\":\"309 \",\"pages\":\"Article 111284\"},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2025-06-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biological Conservation\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0006320725003210\",\"RegionNum\":1,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIODIVERSITY CONSERVATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biological Conservation","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0006320725003210","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIODIVERSITY CONSERVATION","Score":null,"Total":0}
Marine monitors: Land-based citizen science observations show AIS data underrepresents coastal vessel traffic co-occurring with marine mammals
Marine mammals are vulnerable to a variety of impacts from vessels, including underwater noise disturbance and injury from collision. To quantify this risk, AIS (Automatic Identification System) vessel tracking data is often used as a proxy of vessel presence. However, many vessels do not appear within AIS datasets, meaning evaluating impacts using AIS alone will likely underestimate the potential for effects to occur. To understand the scale of underestimation and the types of vessels co-occurring with marine mammals, 3-yrs of land-based surveys recorded all vessels (sighted within ∼10 km of shore) that were observed concurrently with whales, dolphins and seals (sighted within ∼3 km of shore). Surveys were conducted from multiple sites within five Scottish Marine Regions. Observations of responses to vessels were also recorded opportunistically.
AIS data accurately reflected coastal vessel traffic co-occurring with marine mammals during 30 % of the surveyed period. 59 % of vessels seen were not broadcasting AIS, with seasonal and spatial variation in AIS transmission rates, with lowest AIS transmission rates in summer (when 38 % of co-occurring vessels were broadcasting AIS). Non-AIS vessels were more frequently observed travelling at speeds that may pose an elevated risk to marine mammals, and were also more frequently recorded to elicit a response. 45 % of responses to vessels involved non-AIS powered vessels, and 33 % were in relation to human-powered vessels (e.g. kayaks). The results show that the majority of vessels that co-occur with marine mammals are non-AIS, and as such AIS data alone is insufficient to represent vessel-related impacts.
期刊介绍:
Biological Conservation is an international leading journal in the discipline of conservation biology. The journal publishes articles spanning a diverse range of fields that contribute to the biological, sociological, and economic dimensions of conservation and natural resource management. The primary aim of Biological Conservation is the publication of high-quality papers that advance the science and practice of conservation, or which demonstrate the application of conservation principles for natural resource management and policy. Therefore it will be of interest to a broad international readership.