Perspectives and challenges for the use of radar in biological conservation

Radar is at the forefront for the study of broad-scale aerial movements of birds, bats and insects and related issues in biological conservation. Radar techniques are especially useful for investigating species which fly at high altitudes, in darkness, or which are too small for applying electronic tags. Here, we present an overview of radar applications in biological conservation and highlight its future possibilities. Depending on the type of radar, information can be gathered on local- to continental-scale movements of airborne organisms and their behaviour. Such data can quantify flyway usage, biomass and nutrient transport (bioflow), population sizes, dynamics and distributions, times and dimensions of movements, areas and times of mass emergence and swarming, habitat use and activity ranges. Radar also captures behavioural responses to anthropogenic disturbances, artificial light and man-made structures. Weather surveillance and other long-range radar networks allow spatially broad overviews of important stopover areas, songbird mass roosts and emergences from bat caves. Mobile radars, including repurposed marine radars and commercially dedicated ‘bird radars’, offer the ability to track and monitor the local movements of individuals or groups of flying animals. Harmonic radar techniques have been used for tracking short-range movements of insects and other small animals of conservation interest. However, a major challenge in aeroecology is determining the taxonomic identity of the targets, which often requires ancillary data obtained from other methods. Radar data have become a global source of information on ecosystem structure, composition, services and function and will play an increasing role in the monitoring and conservation of flying animals and threatened habitats worldwide.

[1]  E. Fama,et al.  Migration , 2007 .

[2]  Tim J. Nohara,et al.  Beware the Boojum: caveats and strengths of avian radar , 2013 .

[3]  Franz Bairlein,et al.  Migratory birds under threat , 2016, Science.

[4]  M. Whiteside,et al.  Pesticide Acute Toxicity Is a Better Correlate of U.S. Grassland Bird Declines than Agricultural Intensification , 2013, PloS one.

[5]  L. Guanter,et al.  Artificially lit surface of Earth at night increasing in radiance and extent , 2017, Science Advances.

[6]  F. Mathews,et al.  Barriers and benefits: implications of artificial night-lighting for the distribution of common bats in Britain and Ireland , 2015, Philosophical Transactions of the Royal Society B: Biological Sciences.

[7]  K. Rosenberg,et al.  Major stopover regions and migratory bottlenecks for Nearctic-Neotropical landbirds within the Neotropics: a review , 2017, Bird Conservation International.

[8]  Felix Liechti,et al.  Bird migration flight altitudes studied by a network of operational weather radars , 2010, Journal of The Royal Society Interface.

[9]  Paul S. Bell,et al.  Observations and tracking of killer whales (Orcinus orca) with shore-based X-band marine radar at a marine energy test site , 2017 .

[10]  Kongming Wu,et al.  Nocturnal migration of dragonflies over the Bohai Sea in northern China , 2006 .

[11]  Dario Tarchi,et al.  Detection, tracking and remote sensing: satellites and image processing (spaceborne oil spill detection) , 2015 .

[12]  R. Colyn,et al.  Combining radar and direct observation to estimate pelican collision risk at a proposed wind farm on the Cape west coast, South Africa , 2018, PLoS ONE.

[13]  A Comparison Of Radar Observations Of Bird Migration At Haizhou Bay, China, And Guam, Marianas , 1990 .

[14]  Don R. Reynolds,et al.  Radar Entomology: Observing Insect Flight and Migration , 2013 .

[15]  Jeffrey J. Buler,et al.  Mapping Wintering Waterfowl Distributions Using Weather Surveillance Radar , 2012, PloS one.

[16]  Sergio A. Lambertucci,et al.  Human-wildlife conflicts in a crowded airspace , 2015, Science.

[17]  Lin Schwarzkopf,et al.  Very small, light dipole harmonic tags for tracking small animals , 2011 .

[18]  B. Bruderer,et al.  Behaviour of migrating birds exposed to X-band radar and a bright light beam , 1999, The Journal of experimental biology.

[19]  H. Weimerskirch,et al.  Use of radar detectors to track attendance of albatrosses at fishing vessels , 2017, Conservation biology : the journal of the Society for Conservation Biology.

[20]  R. Tomé,et al.  Radar Assisted Shutdown on Demand Ensures Zero Soaring Bird Mortality at a Wind Farm Located in a Migratory Flyway , 2017 .

[21]  M. Larsson,et al.  Should I stay or should I go? Modelling dispersal strategies in saproxylic insects based on pheromone capture and radio telemetry: a case study on the threatened hermit beetle Osmoderma eremita , 2011, Biodiversity and Conservation.

[22]  Alison J. Stattersfield,et al.  Key conservation issues for migratory land- and waterbird species on the world's major flyways , 2008, Bird Conservation International.

[23]  Colin E. Studds,et al.  Rapid population decline in migratory shorebirds relying on Yellow Sea tidal mudflats as stopover sites , 2017, Nature Communications.

[24]  T. Hamer,et al.  Radar as a tool for monitoring Xantus's Murrelet populations. , 2005 .

[25]  Sidney A. Gauthreaux,et al.  Using a Network of WSR-88D Weather Surveillance Radars to Define Patterns of Bird Migration at Large Spatial Scales , 2003 .

[26]  A. Gueye,et al.  Assessing the Effectiveness of Monitoring Control and Surveillance of Illegal Fishing: The Case of West Africa , 2017, Front. Mar. Sci..

[27]  FLIGHT HEIGHT DISTRIbUTION AND COLLISION RISK OF THE MARbLED MURRELET BRACHYRAMPHUS MARMORATUS: METHODOLOGY AND PRELIMINARY RESULTS , 2011 .

[28]  Sidney A. Gauthreaux,et al.  RADAR ORNITHOLOGY AND BIOLOGICAL CONSERVATION , 2003 .

[29]  Henrik G. Smith,et al.  Restricted dispersal in a flying beetle assessed by telemetry , 2008, Biodiversity and Conservation.

[30]  J. Helenius,et al.  Doppler radar detection of exceptional mass-migration of aphids into Finland , 2000, International journal of biometeorology.

[31]  J. R. Riley,et al.  Ventral-aspect radar cross sections and polarization patterns of insects at X band and their relation to size and form , 2017 .

[32]  Curtis A Suttle,et al.  Deposition rates of viruses and bacteria above the atmospheric boundary layer , 2018, The ISME Journal.

[33]  Han Olff,et al.  Quantifying landscape‐level land‐use intensity patterns through radar‐based remote sensing , 2018 .

[34]  Hidde Leijnse,et al.  Revealing patterns of nocturnal migration using the European weather radar network , 2018, Ecography.

[35]  Jeffrey J. Buler,et al.  Migrant–habitat relationships during stopover along an ecological barrier: extrinsic constraints and conservation implications , 2011, Journal of Ornithology.

[36]  Martin Wikelski,et al.  50 years of bat tracking: device attachment and future directions , 2014 .

[37]  Bruno Bruderer,et al.  SHORT-RANGE HIGH-PRECISION SURVEILLANCE OF NOCTURNAL MIGRATION AND TRACKING OF SINGLE TARGETS , 1995 .

[38]  G. Martin The Visual Problems of Nocturnal Migration , 1990 .

[39]  Pawel Plonczkier,et al.  Radar monitoring of migrating pink‐footed geese: behavioural responses to offshore wind farm development , 2012 .

[40]  K. Horton,et al.  A comparison of traffic estimates of nocturnal flying animals using radar, thermal imaging, and acoustic recording. , 2015, Ecological applications : a publication of the Ecological Society of America.

[41]  Robert A. Ronconi,et al.  Bird interactions with offshore oil and gas platforms: review of impacts and monitoring techniques. , 2015, Journal of environmental management.

[42]  V. Alistair Drake,et al.  Aeroecological observation methods , 2017 .

[43]  Huadong Guo,et al.  Earth observation satellite sensors for biodiversity monitoring: potentials and bottlenecks , 2014 .

[44]  P. Beasley,et al.  Remote techniques for counting and estimating the number of bird–wind turbine collisions at sea: a review , 2006 .

[45]  H. Dingle Migration: The Biology of Life on the Move , 1996 .

[46]  Otso Ovaskainen,et al.  Tracking butterfly movements with harmonic radar reveals an effect of population age on movement distance , 2008, Proceedings of the National Academy of Sciences.

[47]  D. Reynolds,et al.  Riders on the wind: The aeroecology of insect migrants , 2017 .

[48]  R. Langston,et al.  Collision Effects of Wind‐power Generators and Other Obstacles on Birds , 2008, Annals of the New York Academy of Sciences.

[49]  M. Fingas,et al.  Review of oil spill remote sensing. , 2014, Marine pollution bulletin.

[50]  S. Gauthreaux,et al.  USE OF WEATHER RADAR TO CHARACTERIZE MOVEMENTS OF ROOSTING PURPLE MARTINS , 1998 .

[51]  J. Kelly,et al.  The grand challenges of migration ecology that radar aeroecology can help answer , 2018, Ecography.

[52]  Robert H. Diehl,et al.  Observation of Sandhill Cranes’ (Grus canadensis) Flight Behavior in Heavy Fog , 2015 .

[53]  Robert H. Diehl,et al.  Extending the Habitat Concept to the Airspace , 2017 .

[54]  C. Thaxter Wildlife and Wind Farms: Conflicts and Solutions, Volume 1: Onshore: Potential Effects and Volume 2: Onshore: Monitoring and Mitigation , 2017 .

[55]  Bruno Bruderer,et al.  The Study of Bird Migration by Radar Part 2: Major Achievements , 1997, Naturwissenschaften.

[56]  Phillip M. Stepanian,et al.  Extracting Migrant Flight Orientation Profiles Using Polarimetric Radar , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[57]  J. Westbrook,et al.  WSR-88D doppler radar detection of corn earworm moth migration , 2014, International Journal of Biometeorology.

[58]  Paul A. Racey,et al.  The Aversive Effect of Electromagnetic Radiation on Foraging Bats—A Possible Means of Discouraging Bats from Approaching Wind Turbines , 2009, PloS one.

[59]  M. Morrison,et al.  High passage rates and different seasonal migration strategies of birds along the lower Texas coast , 2017 .

[60]  Philippa Jane Wallace The nature of habitat , 2007 .

[61]  W. Drury,et al.  RADAR STUDIES OF SONGBIRD MIGRATION IN COASTAL NEW ENGLAND , 2008 .

[62]  Gilbert Saporta,et al.  Automatic identification of bird targets with radar via patterns produced by wing flapping , 2008, Journal of The Royal Society Interface.

[63]  M. Desholm,et al.  Avian collision risk at an offshore wind farm , 2005, Biology Letters.

[64]  D. Reynolds,et al.  Vertical-Looking Radar: A New Tool for Monitoring High-Altitude Insect Migration , 2003 .

[65]  Cris D. Hein,et al.  First Direct Evidence of Long-distance Seasonal Movements and Hibernation in a Migratory Bat , 2016, Scientific Reports.

[66]  J. Kelly,et al.  Novel measures of continental‐scale avian migration phenology related to proximate environmental cues , 2016 .

[67]  M. Morrison,et al.  Assessing Impacts of Wind-Energy Development on Nocturnally Active Birds and Bats: A Guidance Document , 2007 .

[68]  H. Kroon,et al.  Declines in insectivorous birds are associated with high neonicotinoid concentrations , 2014, Nature.

[69]  Jaclyn A. Smolinsky,et al.  Assessment of Bird Response to the Migratory Bird Habitat Initiative Using Weather-Surveillance Radar , 2014 .

[70]  Willem Bouten,et al.  Avian Information Systems: Developing Web-Based Bird Avoidance Models , 2008 .

[71]  M Brooks ELECTRONICS AS A POSSIBLE AID IN THE STUDY OF BIRD FLIGHT AND MIGRATION. , 1945, Science.

[72]  R. Clark,et al.  Analysis of trends and agricultural drivers of farmland bird declines in North America: A review , 2018 .

[73]  Bruno Bruderer,et al.  The Radar Window to Bird Migration , 2003 .

[74]  H. de Kroon,et al.  More than 75 percent decline over 27 years in total flying insect biomass in protected areas , 2017, PloS one.

[75]  Hidde Leijnse,et al.  Continental-scale radar monitoring of the aerial movements of animals , 2014, Movement Ecology.

[76]  S. Dirksen,et al.  Bird movements at rotor heights measured continuously with vertical radar at a Dutch offshore wind farm , 2015 .

[77]  S. Bauer,et al.  Migratory Animals Couple Biodiversity and Ecosystem Functioning Worldwide , 2014, Science.

[78]  Bruno Bruderer,et al.  Quantification of bird migration by radar – a detection probability problem , 2008 .

[79]  Jeffrey J. Buler,et al.  Environmental effects on flying migrants revealed by radar , 2019, Ecography.

[80]  Nuri W. Emanetoglu,et al.  A low-cost harmonic radar for tracking very small tagged amphibians , 2013, 2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).

[81]  Nadja Weisshaupt,et al.  Radar wind profilers and avian migration: a qualitative and quantitative assessment verified by thermal imaging and moon watching , 2017 .

[82]  V. Alistair Drake,et al.  Recognition and characterization of migratory movements of Australian plague locusts, Chortoicetes terminifera, with an insect monitoring radar , 2013 .

[83]  T. Alerstam,et al.  Migration Patterns of Tundra Birds: Tracking Radar Observations along the Northeast Passage , 1999 .

[84]  J. Koistinen,et al.  Pest insect immigration warning by an atmospheric dispersion model, weather radars and traps , 2011 .

[85]  Adam T. Ford,et al.  Aeroconservation for the Fragmented Skies , 2017 .

[86]  Mohsin M. Jamali,et al.  Sensitivity Analysis for Optimal Parameters for Marine Radar Data Processing , 2013 .

[87]  Samuel S. Urmy,et al.  Quantitative ornithology with a commercial marine radar: standard‐target calibration, target detection and tracking, and measurement of echoes from individuals and flocks , 2017 .

[88]  Hidde Leijnse,et al.  bioRad: biological analysis and visualization of weather radar data , 2018, Ecography.

[89]  Robert H. Diehl,et al.  Migrating Birds' use of Stopover Habitat in The Southwestern United States , 2012 .

[90]  Phillip M. Stepanian,et al.  An introduction to radar image processing in ecology , 2014 .

[91]  Felix Liechti,et al.  Bird collisions at wind turbines in a mountainous area related to bird movement intensities measured by radar , 2018 .

[92]  Martin Wikelski,et al.  Going, Going, Gone: Is Animal Migration Disappearing , 2008, PLoS biology.

[93]  Melissa S. Bowlin,et al.  Technology on the Move: Recent and Forthcoming Innovations for Tracking Migratory Birds , 2011 .

[94]  Tim J. Nohara,et al.  Using radar cross-section to enhance situational awareness tools for airport avian radars , 2011 .

[95]  J. Kelly,et al.  Toward integrating citizen science and radar data for migrant bird conservation , 2018 .

[96]  J. Kelly,et al.  The Pulse of the Planet: Measuring and Interpreting Phenology of Avian Migration , 2017 .

[97]  Bruno Bruderer,et al.  Vertical distribution of bird migration between the Baltic Sea and the Sahara , 2018, Journal of Ornithology.

[98]  Paul G. McDonald,et al.  Evaluation of unmanned aerial vehicle shape, flight path and camera type for waterfowl surveys: disturbance effects and species recognition , 2016, PeerJ.

[99]  Douglas F. DeProspo,et al.  Radar-Based Detection, Tracking and Speciation of Marine Mammals from Ships , 2004 .

[100]  J. J. M. de Wit,et al.  Classification of small UAVs and birds by micro-Doppler signatures , 2013, 2013 European Radar Conference.

[101]  Silke Bauer,et al.  The natural link between Europe and Africa – 2.1 billion birds on migration , 2009 .

[102]  John K. Westbrook,et al.  Asymmetric Radar Echo Patterns from Insects , 2015 .

[103]  H. Weimerskirch,et al.  The conservation status and priorities for albatrosses and large petrels , 2016 .

[104]  Lothar Bach,et al.  Behavior of Scandinavian Bats during Migration and Foraging at Sea , 2009 .

[105]  G. D. Johnson,et al.  Collision mortality of local and migrant birds at a large-scale wind-power development on Buffalo Ridge, Minnesota , 2002 .

[106]  Rafael Villegas-Patraca,et al.  Soaring Migratory Birds Avoid Wind Farm in the Isthmus of Tehuantepec, Southern Mexico , 2014, PloS one.

[107]  K. Horton,et al.  A continental system for forecasting bird migration , 2018, Science.

[108]  Michael R. Schirmacher,et al.  Altering turbine speed reduces bat mortality at wind‐energy facilities , 2011 .

[109]  Hans van Gasteren,et al.  Aeroecology meets aviation safety: early warning systems in Europe and the Middle East prevent collisions between birds and aircraft , 2019, Ecography.

[110]  A. Hedenström,et al.  Phenology of Migratory Bat Activity Across the Baltic Sea and the South-Eastern North Sea , 2014 .

[111]  T. Brereton,et al.  Are neonicotinoid insecticides driving declines of widespread butterflies? , 2015, PeerJ.

[112]  Henrik Madsen,et al.  Weather radars - the new eyes for offshore wind farms? , 2014 .

[113]  M. Raphael,et al.  LANDSCAPE-SCALE RELATIONSHIPS BETWEEN ABUNDANCE OF MARBLED MURRELETS AND DISTRIBUTION OF NESTING HABITAT , 2002 .

[114]  F. J. Verheijen The Mechanisms of the Trapping Effect of Artificial Light Sources Upon Animals , 1960 .

[115]  R. Day,et al.  Patterns of movement of Dark-rumped Petrels and Newell's shearwaters on Kauai , 1995 .

[116]  R. Menzel,et al.  Neonicotinoids Interfere with Specific Components of Navigation in Honeybees , 2014, PloS one.

[117]  Phillip M. Stepanian,et al.  Radar Aeroecology , 2020, Remote Sensing.

[118]  V. Drake,et al.  Distinguishing target classes in observations from vertically pointing entomological radars , 2016 .

[119]  Edward B. Arnett,et al.  Impacts of wind energy development on bats : A global perspective , 2016 .

[120]  William M. Shields,et al.  Bird Versus Bats: Behavioral Interactions at a Localized Food Source , 1979 .

[121]  A. Schulz,et al.  Flucht- und Meidedistanzen überwinternder Seetaucher und Meeresenten gegenüber Schiffen auf See , 2006 .

[122]  A D Smith,et al.  Tracking butterfly flight paths across the landscape with harmonic radar , 2005, Proceedings of the Royal Society B: Biological Sciences.

[123]  G. W. Schaefer Bird Recognition by Radar A Study in Quantitative Radar Ornithology , 1968 .

[124]  Melanie Hagen,et al.  Challenges and prospects in the telemetry of insects , 2014, Biological reviews of the Cambridge Philosophical Society.

[125]  Willem Bouten,et al.  UvA-DARE ( Digital Academic Repository ) Birds flee en mass from New Year ' s Eve fireworks , 2011 .

[126]  Michael L. Morrison,et al.  USING MARINE SURVEILLANCE RADAR TO STUDY BIRD MOVEMENTS AND IMPACT ASSESSMENT , 1999 .

[127]  Giacomo Dell'Omo,et al.  Migrating raptor counts: the need for sharing objectives and field protocols, and the benefits of using radar , 2018, Bird Study.

[128]  R. Alford,et al.  Seasonal Ecology and Behavior of an Endangered Rainforest Frog (Litoria rheocola) Threatened by Disease , 2015, PloS one.

[129]  Y. Tremblay,et al.  Seabird distribution patterns observed with fishing vessel’s radar reveal previously undescribed sub-meso-scale clusters , 2017, Scientific Reports.

[130]  Jeffrey J. Buler,et al.  Radar analysis of fall bird migration stopover sites in the northeastern U.S. , 2014 .

[131]  Jason W. Horn,et al.  Aeroecology: probing and modeling the aerosphere. , 2007, Integrative and comparative biology.

[132]  Hugh P. Possingham,et al.  Protected areas and global conservation of migratory birds , 2015, Science.

[133]  C. Vaughn Birds and insects as radar targets: A review , 1985, Proceedings of the IEEE.

[134]  Nadja Weisshaupt,et al.  The role of radar wind profilers in ornithology , 2018 .

[135]  J. Piatt,et al.  Techniques for monitoring Brachyramphus murrelets: A comparison of radar, autonomous acoustic recording and audio‐visual surveys , 2016 .

[136]  D. Lack MIGRATION ACROSS THE SEA , 2008 .

[137]  Bruno Bruderer,et al.  The Study of Bird Migration by Radar Part 1: The Technical Basis* , 1997, Naturwissenschaften.

[138]  Bernhard Jänicke,et al.  Großräumige Umlenkung der Schlafplatzflüge von Krähen durch Silvesterlärm , 2005, Journal für Ornithologie.

[139]  S. Rennie,et al.  Common orientation and layering of migrating insects in southeastern Australia observed with a Doppler weather radar , 2014 .

[140]  Jaclyn A. Smolinsky,et al.  Artificial light at night confounds broad-scale habitat use by migrating birds. , 2018, Ecology letters.

[141]  Travis L. DeVault,et al.  Evaluation of an avian radar system in a midwestern landscape , 2016 .

[142]  Yossi Yovel,et al.  Habitat use of bats in relation to wind turbines revealed by GPS tracking , 2016, Scientific Reports.

[143]  Phillip M. Stepanian,et al.  Ongoing changes in migration phenology and winter residency at Bracken Bat Cave , 2018, Global change biology.

[144]  Ronald P. Larkin,et al.  Circular paths of birds flying near a broadcasting tower in cloud. , 1988 .

[145]  Willem Bouten,et al.  FlySafe: an early warning system to reduce risk of bird strikes , 2010 .

[146]  Jason W. Horn,et al.  Analyzing NEXRAD doppler radar images to assess nightly dispersal patterns and population trends in Brazilian free-tailed bats (Tadarida brasiliensis). , 2007, Integrative and comparative biology.

[147]  B. Bohannan,et al.  Biodiversity and biogeography of the atmosphere , 2010, Philosophical Transactions of the Royal Society B: Biological Sciences.

[148]  Joana Bernardino,et al.  Understanding bird collisions at wind farms: An updated review on the causes and possible mitigation strategies , 2014 .

[149]  R. Day,et al.  DECLINE OF TOWNSEND'S (NEWELL'S) SHEARWATERS (PUFFINUS AURICULARIS NEWELLI) ON KAUAI, HAWAII , 2003 .

[150]  Michel J. Kaiser,et al.  Distribution and behaviour of Common Scoter Melanitta nigra relative to prey resources and environmental parameters , 2006 .

[151]  Dmitri Moisseev,et al.  Recent advances in classification of observations from dual polarization weather radars , 2013 .

[152]  K. Horton,et al.  High-intensity urban light installation dramatically alters nocturnal bird migration , 2017, Proceedings of the National Academy of Sciences.

[153]  Hugh P. Possingham,et al.  Optimal Conservation of Migratory Species , 2007, PloS one.

[154]  P. Jackson,et al.  Investigation into mountain pine beetle above-canopy dispersion using weather radar and an atmospheric dispersion model , 2011 .

[155]  Ronald P. Larkin,et al.  RADAR OBSERVATIONS OF BIRD MIGRATION OVER THE GREAT LAKES , 2003 .

[156]  O. Hüppop,et al.  Bird collisions at an offshore platform in the North Sea , 2016 .

[157]  D. Lack,et al.  Detection of Birds by Radar , 1945, Nature.

[158]  E. Gwinner Bird Migration: Physiology and Ecophysiology , 2011 .

[159]  A. Reynolds,et al.  Radar Tracking and Motion-Sensitive Cameras on Flowers Reveal the Development of Pollinator Multi-Destination Routes over Large Spatial Scales , 2012, PLoS biology.

[160]  Lars Chittka,et al.  Life-Long Radar Tracking of Bumblebees , 2016, PloS one.

[161]  S. Rennie Doppler weather radar in Australia , 2012 .

[162]  A. P. Schaffers,et al.  Parallel Declines in Pollinators and Insect-Pollinated Plants in Britain and the Netherlands , 2006, Science.

[163]  C. Leck,et al.  Ecology and conservation of neotropical migrant landbirds , 1993 .

[164]  R. Fijn,et al.  Habitat use, disturbance and collision risks for Bewick , 2012 .

[165]  Tobias Dittmann,et al.  Of birds, blades and barriers: Detecting and analysing mass migration events at alpha ventus , 2014 .

[166]  S. Gauthreaux,et al.  LARGE-SCAI.E MAPPING OF PURPLE MARTIN PRE-MIGRATORY ROOSTS USING WSR-88D WEATHER SURVEILLANCE RADAR , 2004 .

[167]  Steve Kelling,et al.  Seasonal abundance and survival of North America’s migratory avifauna determined by weather radar , 2018, Nature Ecology & Evolution.

[168]  V. Alistair Drake,et al.  Ascent and descent rates of high-flying insect migrants determined with a non-coherent vertical-beam entomological radar , 2018, International Journal of Remote Sensing.

[169]  Brian A. Cooper,et al.  NOCTURNAL BIRD MIGRATION IN NORTHEASTERN OREGON AND SOUTHEASTERN WASHINGTON , 2004 .

[170]  D. Goulson,et al.  Bee declines driven by combined stress from parasites, pesticides, and lack of flowers , 2015, Science.

[171]  Vsevolod Afanasyev,et al.  Tracking Long-Distance Songbird Migration by Using Geolocators , 2009, Science.

[172]  Randolf Menzel,et al.  Effects of sublethal doses of glyphosate on honeybee navigation , 2015, The Journal of Experimental Biology.

[173]  Efficacy of a radar-activated on-demand system for deterring waterfowl from oil sands tailings ponds , 2005 .

[174]  Randolf Menzel,et al.  Honey Bees' Behavior Is Impaired by Chronic Exposure to the Neonicotinoid Thiacloprid in the Field. , 2016, Environmental science & technology.

[175]  Phillip B. Chilson,et al.  Persistence and habitat associations of Purple Martin roosts quantified via weather surveillance radar , 2015, Landscape Ecology.

[176]  T. Sherry Identifying migratory birds’ population bottlenecks in time and space , 2018, Proceedings of the National Academy of Sciences.

[177]  Sidney A. Gauthreaux,et al.  The Flight Behavior of Migrating Birds in Changing Wind Fields: Radar and Visual Analyses , 1991 .

[179]  Klaus-Michael Exo,et al.  Bird migration studies and potential collision risk with offshore wind turbines , 2006 .

[180]  Hidde Leijnse,et al.  From Agricultural Benefits to Aviation Safety: Realizing the Potential of Continent-Wide Radar Networks , 2017, Bioscience.

[181]  S. Hardersen Telemetry of Anisoptera after emergence first results (Odonata) , 2007 .

[182]  Phillip M. Stepanian,et al.  Dual‐polarization radar products for biological applications , 2016 .

[183]  Phillip M. Stepanian,et al.  Electromagnetic Model Reliably Predicts Radar Scattering Characteristics of Airborne Organisms , 2016, Scientific Reports.

[184]  Robert H Diehl The airspace is habitat. , 2013, Trends in ecology & evolution.

[185]  Hugh P. Possingham,et al.  Conserving mobile species , 2014 .

[186]  Don R. Reynolds,et al.  Mass seasonal bioflows of high-flying insect migrants , 2016, Science.

[187]  F. Fabry,et al.  The use of weather surveillance radar and high-resolution three dimensional weather data to monitor a spruce budworm mass exodus flight , 2017 .

[188]  Phillip M. Stepanian,et al.  Characterizing animal anatomy and internal composition for electromagnetic modelling in radar entomology , 2019, Remote sensing in ecology and conservation.

[189]  Martin G. Raphael,et al.  RADAR-BASED MONITORING OF MARBLED MURRELETS , 2001 .

[190]  Kenneth Wilson,et al.  Long-range seasonal migration in insects: mechanisms, evolutionary drivers and ecological consequences. , 2015, Ecology letters.

[191]  J. Riley,et al.  Mass aerial migration in the carabid beetle Notiophilus biguttatus , 2005 .

[192]  Phillip B. Chilson,et al.  Quantifying animal phenology in the aerosphere at a continental scale using NEXRAD weather radars , 2012 .