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Opportunities and challenges for monitoring terrestrial biodiversity in the robotics age.

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Title: Opportunities and challenges for monitoring terrestrial biodiversity in the robotics age.
Authors: Pringle S; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK. s.pringle@kent.ac.uk., Dallimer M; Centre for Environmental Policy, Imperial College London, London, UK., Goddard MA; Department of Geography and Environmental Sciences, Northumbria University, Newcastle upon Tyne, UK., Le Goff LK; School of Computing, Engineering and the Built Environment, Edinburgh Napier University, Edinburgh, UK., Hart E; School of Computing, Engineering and the Built Environment, Edinburgh Napier University, Edinburgh, UK., Langdale SJ; Synthotech Ltd, Milner Court, Hornbeam Square, Harrogate, UK., Fisher JC; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Abad SA; Mechanical Engineering Department, University College London, London, UK., Ancrenaz M; HUTAN, SWD, Kota Kinabalu, Malaysia., Angeoletto F; Programa de Pós-Graduação em Gestão e Tecnologia Ambiental da Universidade Federal de Rondonópolis, Rondonópolis, Brasil., Auat Cheein F; Department of Engineering, Harper Adams University, Newport, UK., Austen GE; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Bailey JJ; Applied Ecology Research Group, School of Life Sciences, Anglia Ruskin University, Cambridge, UK., Baldock KCR; Department of Geography and Environmental Sciences, Northumbria University, Newcastle upon Tyne, UK., Banin LF; Centre for Ecology and Hydrology, Penicuik, UK., Banks-Leite C; Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, UK., Barau AS; Department of Urban and Regional Planning, Faculty of Earth and Environmental Sciences, Bayero University, Kano, Nigeria., Bashyal R; Greenhood Nepal, Kathmandu, Nepal., Bates AJ; Animal, Rural & Environmental Sciences, Nottingham Trent University, Nottinghamshire, UK., Bicknell JE; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Bielby J; School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK., Bosilj P; Lincoln Centre for Autonomous Systems, University of Lincoln, Lincoln, UK., Bush ER; Royal Botanic Garden Edinburgh, Edinburgh, UK., Butler SJ; School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, UK., Carpenter D; Digital Ecology Limited, Bristol, UK., Clements CF; School of Biological Sciences, University of Bristol, Bristol, UK., Cully A; Department of Computing, Imperial College London, London, UK., Davies KF; Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, CO, USA., Deere NJ; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Dodd M; Faculty of Science Technology, Engineering and Mathematics (STEM), The Open University, Walton Hall, Milton Keynes, UK., Drinkwater R; Palaeogenomics Group, Faculty of Veterinary Medicine, Ludwig Maximilian University Munich, Munich, Germany., Driscoll DA; School of Life and Environmental Sciences, Deakin University, Melbourne Burwood Campus, Australia., Dutilleux G; Acoustics Group, Department of Electronic Systems, Norwegian University of Science and Technology, Trondheim, Norway., Dyrmann M; AI Lab ApS, Maden 3, Aarhus V, Denmark., Edwards DP; Department of Plant Sciences and Centre for Global Wood Security, University of Cambridge, Cambridge, UK., Farhadinia MS; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Faruk A; Royal Botanic Gardens Kew, Millennium Seed Bank, Wakehurst Place, Ardingly, UK., Field R; School of Geography, University of Nottingham, Nottingham, UK., Fletcher RJ; Department of Zoology, University of Cambridge, Cambridge, UK., Foster CW; School of Biological Sciences, University of Reading, Reading, UK., Fox R; Butterfly Conservation, Manor Yard, East Lulworth, UK., Francksen RM; Institute of Science and Environment, University of Cumbria, Carlisle, UK., Franco AMA; School of Environmental Sciences, University of East Anglia, Norwich, UK., Gainsbury AM; Department of Integrative Biology, University of South Florida, St Petersburg, FL, USA., Gardner CJ; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Giorgi I; School of Computing, University of Kent, Canterbury, UK., Griffiths RA; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Hamaza S; Biomorphic Intelligence Lab, Department of Control & Operations, Faculty of Aerospace Engineering, TU Delft, Delft, The Netherlands., Hanheide M; Lincoln Centre for Autonomous Systems, University of Lincoln, Lincoln, UK., Hayward MW; Centre for Conservation Science, University of Newcastle, Callaghan, Newcastle, New South Wales, Australia., Hedblom M; Department of Urban and Rural Development, Swedish University of Agricultural Sciences, Uppsala, Sweden., Helgason T; School of Biological Sciences, University of Edinburgh, Edinburgh, UK., Heon SP; Southeast Asia Rainforest Research Partnerships, Kota Kinabalu, Malaysia., Hughes KA; British Antarctic Survey, Natural Environment Research Council, High Cross, Cambridge, UK., Hunt ER; School of Engineering Mathematics and Technology, University of Bristol, Bristol, UK., Ingram DJ; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Jackson-Mills G; Institute of Design, Robotics, and Optimisation (iDRO), School of Mechanical Engineering, University of Leeds, Leeds, UK., Jowett K; Rothamsted Research, Harpenden, UK., Keitt TH; Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA., Kloepper LN; Department of Biological Sciences, University of New Hampshire, Durham, NH, USA., Kramer-Schadt S; Department of Ecological Dynamics, Leibniz Institute for Zoo and Wildlife Research IZW, Berlin, Germany., Labisko J; Research Department of Genetics, Evolution and Environment, University College London, London, UK., Labrosse F; Intelligent Robotics Group, Department of Computer Science, Aberystwyth University, Aberystwyth, UK., Lawson J; UK Centre for Ecology and Hydrology (CEH), Wallingford, UK., Lecomte N; Department of Biology and Centre d'Études Nordiques, University of Moncton, Moncton, Canada., de Lima RF; Center for Ecology, Evolution and Environmental Changes, Departamento de Biologia Animal, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal., Littlewood NA; Scotland's Rural College (SRUC), Aberdeen, UK., Marshall HH; RSPB Centre for Conservation Science, Cambridge, UK., Masala GL; School of Computing, University of Kent, Canterbury, UK., Maskell LC; UKCEH, Lancaster Environment Centre, Bailrigg, UK., Matechou E; School of Engineering, Mathematics and Physics, University of Kent, Canterbury, UK., Mazzolai B; Istituto Italiano di Tecnologia (IIT), Bioinspired Soft Robotics Laboratory, Genoa, Italy., McConnell A; School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK., Melbourne BA; Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, CO, USA., Miriyev A; Physical AI (PAI) Laboratory, Department of Mechanical Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel., Nana ED; Interdisciplinary Centre for Conservation Biology, Department of Biology, University of Oxford, Oxford, UK., Ossola A; Department of Plant Sciences, University of California Davis, Davis, CA, USA., Papworth S; Department of Biological Sciences, Royal Holloway University of London, Egham, UK., Parr CL; School of Environmental Sciences, University of Liverpool, Liverpool, UK., Payo-Payo A; Departamento de Biodiversidad, Ecología y Evolución, Facultad de Ciencias Biológicas, Universidad Complutense, Madrid, Spain., Perry G; Department of Environmental Science and Policy, College of Science, George Mason University, Fairfax, VA, USA., Pettorelli N; Institute of Zoology, Zoological Society of London, Regent's Park, London, UK., Pillay R; Natural Resources and Environmental Studies Institute, University of Northern British Columbia, Prince George, British Columbia, Canada., Potts SG; Centre for Agri-Environmental Research (CAER), School of Agriculture, Policy and Development, Reading University, Reading, UK., Prendergast-Miller MT; Department of Geography and Environmental Sciences, Northumbria University, Newcastle upon Tyne, UK., Qie L; School of Natural Sciences, University of Lincoln, Lincoln, UK., Rolley-Parnell P; Insect Robotics Group, School of Informatics, University of Edinburgh, Edinburgh, UK., Rossiter SJ; School of Biological and Behavioural Sciences, Queen Mary University of London, London, UK., Rowcliffe M; Institute of Zoology, Zoological Society of London, Regent's Park, London, UK., Rumble H; Centre for Sustainable Planning and Environments, University of the West of England Bristol, Bristol, UK., Sadler JP; School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, UK., Sandom CJ; School of Life Sciences, University of Sussex, Brighton, UK., Sanyal A; Fauna & Flora (International), The David Attenborough Building, Cambridge, UK., Schrodt F; School of Geography, University of Nottingham, Nottingham, UK., Sethi SS; Department of Life Sciences, Imperial College London, London, UK., Shabrani A; Sabah Landscape Programme, WWF-Malaysia, Kota Kinabalu, Malaysia., Siddall R; Institute for Sustainability, School of Mechanical Engineering Sciences, University of Surrey, Guildford, UK., Smith SC; School of Computing, Engineering and the Built Environment, Edinburgh Napier University, Edinburgh, UK., Snep RPH; Wageningen Environmental Research, Wageningen University & Research (WUR), Wageningen, The Netherlands., Soulsbury CD; School of Natural Sciences, University of Lincoln, Lincoln, UK., Stanley MC; School of Biological Sciences, Waipapa Taumata Rau - University of Auckland, Auckland, New Zealand., Stephens PA; Conservation Ecology Group, Department of Biosciences, Durham University, Durham, UK., Stephenson PJ; IUCN SSC Species Monitoring Specialist Group, Laboratory for Conservation Biology, Department of Ecology & Evolution, University of Lausanne, Lausanne, Switzerland., Struebig MJ; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Studley M; Bristol Robotics Laboratory, UWE Bristol, Bristol, UK., Svátek M; Department of Forest Botany, Dendrology and Geobiocoenology, Mendel University in Brno, Brno, Czech Republic., Tang G; Centre for Robotics and Assembly, School of Aerospace, Transport and Manufacturing (SATM), Cranfield University, Bedford, UK., Taylor NK; Edinburgh Centre for Robotics (ECR), School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK., Umbers KDL; School of Science, Western Sydney University, Penrith, New South Wales, Australia., Ward RJ; Amphibian and Reptile Conservation, Boscombe, UK., White PJC; Centre for Conservation & Restoration Science, Edinburgh Napier University, Edinburgh, UK., Whittingham MJ; School of Natural and Environmental Sciences, Newcastle University, Newcastle, UK., Wich S; School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK., Williams CD; School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK., Yakubu IB; Department of Environmental Management, Faculty of Earth and Environmental Sciences, Bayero University, Kano, Nigeria., Yoh N; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK., Zaidi SAR; School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK., Zmarz A; Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, Warsaw, Poland., Zwerts JA; Ecology and Biodiversity, Utrecht University, Utrecht, The Netherlands., Davies ZG; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK.
Source: Nature ecology & evolution [Nat Ecol Evol] 2025 Jun; Vol. 9 (6), pp. 1031-1042. Date of Electronic Publication: 2025 May 22.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101698577 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2397-334X (Electronic) Linking ISSN: 2397334X NLM ISO Abbreviation: Nat Ecol Evol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Opportunities and challenges for monitoring terrestrial biodiversity in the robotics age.
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Synthotech Ltd, Milner Court, Hornbeam Square, Harrogate, UK.<br /><searchLink fieldCode="AU" term="%22Fisher+JC%22">Fisher JC</searchLink>; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK.<br /><searchLink fieldCode="AU" term="%22Abad+SA%22">Abad SA</searchLink>; Mechanical Engineering Department, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Ancrenaz+M%22">Ancrenaz M</searchLink>; HUTAN, SWD, Kota Kinabalu, Malaysia.<br /><searchLink fieldCode="AU" term="%22Angeoletto+F%22">Angeoletto F</searchLink>; Programa de Pós-Graduação em Gestão e Tecnologia Ambiental da Universidade Federal de Rondonópolis, Rondonópolis, Brasil.<br /><searchLink fieldCode="AU" term="%22Auat+Cheein+F%22">Auat Cheein F</searchLink>; Department of Engineering, Harper Adams University, Newport, UK.<br /><searchLink fieldCode="AU" term="%22Austen+GE%22">Austen GE</searchLink>; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK.<br /><searchLink fieldCode="AU" term="%22Bailey+JJ%22">Bailey JJ</searchLink>; 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Rothamsted Research, Harpenden, UK.<br /><searchLink fieldCode="AU" term="%22Keitt+TH%22">Keitt TH</searchLink>; Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA.<br /><searchLink fieldCode="AU" term="%22Kloepper+LN%22">Kloepper LN</searchLink>; Department of Biological Sciences, University of New Hampshire, Durham, NH, USA.<br /><searchLink fieldCode="AU" term="%22Kramer-Schadt+S%22">Kramer-Schadt S</searchLink>; Department of Ecological Dynamics, Leibniz Institute for Zoo and Wildlife Research IZW, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Labisko+J%22">Labisko J</searchLink>; Research Department of Genetics, Evolution and Environment, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Labrosse+F%22">Labrosse F</searchLink>; Intelligent Robotics Group, Department of Computer Science, Aberystwyth University, Aberystwyth, UK.<br /><searchLink fieldCode="AU" term="%22Lawson+J%22">Lawson J</searchLink>; UK Centre for Ecology and Hydrology (CEH), Wallingford, UK.<br /><searchLink fieldCode="AU" term="%22Lecomte+N%22">Lecomte N</searchLink>; 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Institute for Sustainability, School of Mechanical Engineering Sciences, University of Surrey, Guildford, UK.<br /><searchLink fieldCode="AU" term="%22Smith+SC%22">Smith SC</searchLink>; School of Computing, Engineering and the Built Environment, Edinburgh Napier University, Edinburgh, UK.<br /><searchLink fieldCode="AU" term="%22Snep+RPH%22">Snep RPH</searchLink>; Wageningen Environmental Research, Wageningen University & Research (WUR), Wageningen, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Soulsbury+CD%22">Soulsbury CD</searchLink>; School of Natural Sciences, University of Lincoln, Lincoln, UK.<br /><searchLink fieldCode="AU" term="%22Stanley+MC%22">Stanley MC</searchLink>; School of Biological Sciences, Waipapa Taumata Rau - University of Auckland, Auckland, New Zealand.<br /><searchLink fieldCode="AU" term="%22Stephens+PA%22">Stephens PA</searchLink>; Conservation Ecology Group, Department of Biosciences, Durham University, Durham, UK.<br /><searchLink fieldCode="AU" term="%22Stephenson+PJ%22">Stephenson PJ</searchLink>; IUCN SSC Species Monitoring Specialist Group, Laboratory for Conservation Biology, Department of Ecology & Evolution, University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Struebig+MJ%22">Struebig MJ</searchLink>; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK.<br /><searchLink fieldCode="AU" term="%22Studley+M%22">Studley M</searchLink>; Bristol Robotics Laboratory, UWE Bristol, Bristol, UK.<br /><searchLink fieldCode="AU" term="%22Svátek+M%22">Svátek M</searchLink>; Department of Forest Botany, Dendrology and Geobiocoenology, Mendel University in Brno, Brno, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Tang+G%22">Tang G</searchLink>; Centre for Robotics and Assembly, School of Aerospace, Transport and Manufacturing (SATM), Cranfield University, Bedford, UK.<br /><searchLink fieldCode="AU" term="%22Taylor+NK%22">Taylor NK</searchLink>; Edinburgh Centre for Robotics (ECR), School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, UK.<br /><searchLink fieldCode="AU" term="%22Umbers+KDL%22">Umbers KDL</searchLink>; School of Science, Western Sydney University, Penrith, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Ward+RJ%22">Ward RJ</searchLink>; Amphibian and Reptile Conservation, Boscombe, UK.<br /><searchLink fieldCode="AU" term="%22White+PJC%22">White PJC</searchLink>; Centre for Conservation & Restoration Science, Edinburgh Napier University, Edinburgh, UK.<br /><searchLink fieldCode="AU" term="%22Whittingham+MJ%22">Whittingham MJ</searchLink>; School of Natural and Environmental Sciences, Newcastle University, Newcastle, UK.<br /><searchLink fieldCode="AU" term="%22Wich+S%22">Wich S</searchLink>; School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK.<br /><searchLink fieldCode="AU" term="%22Williams+CD%22">Williams CD</searchLink>; School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK.<br /><searchLink fieldCode="AU" term="%22Yakubu+IB%22">Yakubu IB</searchLink>; Department of Environmental Management, Faculty of Earth and Environmental Sciences, Bayero University, Kano, Nigeria.<br /><searchLink fieldCode="AU" term="%22Yoh+N%22">Yoh N</searchLink>; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK.<br /><searchLink fieldCode="AU" term="%22Zaidi+SAR%22">Zaidi SAR</searchLink>; School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK.<br /><searchLink fieldCode="AU" term="%22Zmarz+A%22">Zmarz A</searchLink>; Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, Warsaw, Poland.<br /><searchLink fieldCode="AU" term="%22Zwerts+JA%22">Zwerts JA</searchLink>; Ecology and Biodiversity, Utrecht University, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Davies+ZG%22">Davies ZG</searchLink>; Durrell Institute of Conservation and Ecology (DICE), School of Natural Sciences, University of Kent, Canterbury, UK.
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  Data: <searchLink fieldCode="JN" term="%22101698577%22">Nature ecology & evolution</searchLink> [Nat Ecol Evol] 2025 Jun; Vol. 9 (6), pp. 1031-1042. <i>Date of Electronic Publication: </i>2025 May 22.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Nature%22">Springer Nature </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101698577 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2397-334X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222397334X%22">2397334X </searchLink><i>NLM ISO Abbreviation: </i>Nat Ecol Evol <i>Subsets: </i>MEDLINE
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              Text: 2025 Jun
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 2397-334X
          Numbering:
            – Type: volume
              Value: 9
            – Type: issue
              Value: 6
          Titles:
            – TitleFull: Nature ecology & evolution
              Type: main
ResultId 1