{"title":"生态学中的无人机：十年来来回回。","authors":"Karen Anderson, Felipe Gonzalez, Kevin J Gaston","doi":"10.1093/biosci/biaf069","DOIUrl":null,"url":null,"abstract":"<p><p>A decade after our initial publication predicting that lightweight drones would revolutionize spatial ecology, drone technology has become firmly established in ecological studies. In the present article, we explore the key developments in ecological drone science since 2013, considering plant and animal ecology, imaging and nonimaging workflows, advances in data processing and operational ethics. Focusing on inexpensive, lightweight drones equipped with various sensors, we offer a critical evaluation of drone futures for ecologists, arguing that this could deliver opportunities for volumetric ecology to take flight. We discuss the potential future uses of drones in aerobiology and in understory and underground ecological studies and debate the future of multirobot cooperation from an ecological standpoint. We call on ecologists to engage critically with drone technology in this next phase of development.</p>","PeriodicalId":9003,"journal":{"name":"BioScience","volume":"75 8","pages":"664-680"},"PeriodicalIF":7.6000,"publicationDate":"2025-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12352311/pdf/","citationCount":"0","resultStr":"{\"title\":\"Drones in ecology: ten years back and forth.\",\"authors\":\"Karen Anderson, Felipe Gonzalez, Kevin J Gaston\",\"doi\":\"10.1093/biosci/biaf069\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>A decade after our initial publication predicting that lightweight drones would revolutionize spatial ecology, drone technology has become firmly established in ecological studies. In the present article, we explore the key developments in ecological drone science since 2013, considering plant and animal ecology, imaging and nonimaging workflows, advances in data processing and operational ethics. Focusing on inexpensive, lightweight drones equipped with various sensors, we offer a critical evaluation of drone futures for ecologists, arguing that this could deliver opportunities for volumetric ecology to take flight. We discuss the potential future uses of drones in aerobiology and in understory and underground ecological studies and debate the future of multirobot cooperation from an ecological standpoint. We call on ecologists to engage critically with drone technology in this next phase of development.</p>\",\"PeriodicalId\":9003,\"journal\":{\"name\":\"BioScience\",\"volume\":\"75 8\",\"pages\":\"664-680\"},\"PeriodicalIF\":7.6000,\"publicationDate\":\"2025-06-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12352311/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BioScience\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1093/biosci/biaf069\",\"RegionNum\":1,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q1\",\"JCRName\":\"BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BioScience","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1093/biosci/biaf069","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"BIOLOGY","Score":null,"Total":0}
A decade after our initial publication predicting that lightweight drones would revolutionize spatial ecology, drone technology has become firmly established in ecological studies. In the present article, we explore the key developments in ecological drone science since 2013, considering plant and animal ecology, imaging and nonimaging workflows, advances in data processing and operational ethics. Focusing on inexpensive, lightweight drones equipped with various sensors, we offer a critical evaluation of drone futures for ecologists, arguing that this could deliver opportunities for volumetric ecology to take flight. We discuss the potential future uses of drones in aerobiology and in understory and underground ecological studies and debate the future of multirobot cooperation from an ecological standpoint. We call on ecologists to engage critically with drone technology in this next phase of development.
期刊介绍：
BioScience is a monthly journal that has been in publication since 1964. It provides readers with authoritative and current overviews of biological research. The journal is peer-reviewed and heavily cited, making it a reliable source for researchers, educators, and students. In addition to research articles, BioScience also covers topics such as biology education, public policy, history, and the fundamental principles of the biological sciences. This makes the content accessible to a wide range of readers. The journal includes professionally written feature articles that explore the latest advancements in biology. It also features discussions on professional issues, book reviews, news about the American Institute of Biological Sciences (AIBS), and columns on policy (Washington Watch) and education (Eye on Education).
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