TY - JOUR A1 - Noonan, Michael J. A1 - Tucker, Marlee A. A1 - Fleming, Christen H. A1 - Akre, Thomas S. A1 - Alberts, Susan C. A1 - Ali, Abdullahi H. A1 - Altmann, Jeanne A1 - Antunes, Pamela Castro A1 - Belant, Jerrold L. A1 - Beyer, Dean A1 - Blaum, Niels A1 - Boehning-Gaese, Katrin A1 - Cullen Jr, Laury A1 - de Paula, Rogerio Cunha A1 - Dekker, Jasja A1 - Drescher-Lehman, Jonathan A1 - Farwig, Nina A1 - Fichtel, Claudia A1 - Fischer, Christina A1 - Ford, Adam T. A1 - Goheen, Jacob R. A1 - Janssen, Rene A1 - Jeltsch, Florian A1 - Kauffman, Matthew A1 - Kappeler, Peter M. A1 - Koch, Flavia A1 - LaPoint, Scott A1 - Markham, A. Catherine A1 - Medici, Emilia Patricia A1 - Morato, Ronaldo G. A1 - Nathan, Ran A1 - Oliveira-Santos, Luiz Gustavo R. A1 - Olson, Kirk A. A1 - Patterson, Bruce D. A1 - Paviolo, Agustin A1 - Ramalho, Emiliano Estero A1 - Rosner, Sascha A1 - Schabo, Dana G. A1 - Selva, Nuria A1 - Sergiel, Agnieszka A1 - da Silva, Marina Xavier A1 - Spiegel, Orr A1 - Thompson, Peter A1 - Ullmann, Wiebke A1 - Zieba, Filip A1 - Zwijacz-Kozica, Tomasz A1 - Fagan, William F. A1 - Mueller, Thomas A1 - Calabrese, Justin M. T1 - A comprehensive analysis of autocorrelation and bias in home range estimation JF - Ecological monographs : a publication of the Ecological Society of America. N2 - Home range estimation is routine practice in ecological research. While advances in animal tracking technology have increased our capacity to collect data to support home range analysis, these same advances have also resulted in increasingly autocorrelated data. Consequently, the question of which home range estimator to use on modern, highly autocorrelated tracking data remains open. This question is particularly relevant given that most estimators assume independently sampled data. Here, we provide a comprehensive evaluation of the effects of autocorrelation on home range estimation. We base our study on an extensive data set of GPS locations from 369 individuals representing 27 species distributed across five continents. We first assemble a broad array of home range estimators, including Kernel Density Estimation (KDE) with four bandwidth optimizers (Gaussian reference function, autocorrelated‐Gaussian reference function [AKDE], Silverman's rule of thumb, and least squares cross‐validation), Minimum Convex Polygon, and Local Convex Hull methods. Notably, all of these estimators except AKDE assume independent and identically distributed (IID) data. We then employ half‐sample cross‐validation to objectively quantify estimator performance, and the recently introduced effective sample size for home range area estimation ( N̂ area ) to quantify the information content of each data set. We found that AKDE 95% area estimates were larger than conventional IID‐based estimates by a mean factor of 2. The median number of cross‐validated locations included in the hold‐out sets by AKDE 95% (or 50%) estimates was 95.3% (or 50.1%), confirming the larger AKDE ranges were appropriately selective at the specified quantile. Conversely, conventional estimates exhibited negative bias that increased with decreasing N̂ area. To contextualize our empirical results, we performed a detailed simulation study to tease apart how sampling frequency, sampling duration, and the focal animal's movement conspire to affect range estimates. Paralleling our empirical results, the simulation study demonstrated that AKDE was generally more accurate than conventional methods, particularly for small N̂ area. While 72% of the 369 empirical data sets had >1,000 total observations, only 4% had an N̂ area >1,000, where 30% had an N̂ area <30. In this frequently encountered scenario of small N̂ area, AKDE was the only estimator capable of producing an accurate home range estimate on autocorrelated data. KW - animal movement KW - kernel density estimation KW - local convex hull KW - minimum convex polygon KW - range distribution KW - space use KW - telemetry KW - tracking data Y1 - 2018 U6 - https://doi.org/10.1002/ecm.1344 SN - 0012-9615 SN - 1557-7015 VL - 89 IS - 2 PB - Wiley CY - Hoboken ER - TY - JOUR A1 - Mayer, Martin A1 - Ullmann, Wiebke A1 - Sunde, Peter A1 - Fischer, Christina A1 - Blaum, Niels T1 - Habitat selection by the European hare in arable landscapes BT - The importance of small-scale habitat structure for conservation JF - Ecology and Evolution N2 - Agricultural land-use practices have intensified over the last decades, leading to population declines of various farmland species, including the European hare (Lepus europaeus). In many European countries, arable fields dominate agricultural landscapes. Compared to pastures, arable land is highly variable, resulting in a large spatial variation of food and cover for wildlife over the course of the year, which potentially affects habitat selection by hares. Here, we investigated within-home-range habitat selection by hares in arable areas in Denmark and Germany to identify habitat requirements for their conservation. We hypothesized that hare habitat selection would depend on local habitat structure, that is, vegetation height, but also on agricultural field size, vegetation type, and proximity to field edges. Active hares generally selected for short vegetation (1-25 cm) and avoided higher vegetation and bare ground, especially when fields were comparatively larger. Vegetation >50 cm potentially restricts hares from entering parts of their home range and does not provide good forage, the latter also being the case on bare ground. The vegetation type was important for habitat selection by inactive hares, with fabaceae, fallow, and maize being selected for, potentially providing both cover and forage. Our results indicate that patches of shorter vegetation could improve the forage quality and habitat accessibility for hares, especially in areas with large monocultures. Thus, policymakers should aim to increase areas with short vegetation throughout the year. Further, permanent set-asides, like fallow and wildflower areas, would provide year-round cover for inactive hares. Finally, the reduction in field sizes would increase the density of field margins, and farming different crop types within small areas could improve the habitat for hares and other farmland species. KW - agriculture KW - arable land KW - conservation KW - GPS KW - habitat selection KW - Lepus europaeus KW - vegetation height Y1 - 2018 U6 - https://doi.org/10.1002/ece3.4613 SN - 2045-7758 VL - 8 IS - 23 SP - 11619 EP - 11633 PB - Wiley CY - Hoboken ER - TY - JOUR A1 - Tucker, Marlee A. A1 - Boehning-Gaese, Katrin A1 - Fagan, William F. A1 - Fryxell, John M. A1 - Van Moorter, Bram A1 - Alberts, Susan C. A1 - Ali, Abdullahi H. A1 - Allen, Andrew M. A1 - Attias, Nina A1 - Avgar, Tal A1 - Bartlam-Brooks, Hattie A1 - Bayarbaatar, Buuveibaatar A1 - Belant, Jerrold L. A1 - Bertassoni, Alessandra A1 - Beyer, Dean A1 - Bidner, Laura A1 - van Beest, Floris M. A1 - Blake, Stephen A1 - Blaum, Niels A1 - Bracis, Chloe A1 - Brown, Danielle A1 - de Bruyn, P. J. Nico A1 - Cagnacci, Francesca A1 - Calabrese, Justin M. A1 - Camilo-Alves, Constanca A1 - Chamaille-Jammes, Simon A1 - Chiaradia, Andre A1 - Davidson, Sarah C. A1 - Dennis, Todd A1 - DeStefano, Stephen A1 - Diefenbach, Duane A1 - Douglas-Hamilton, Iain A1 - Fennessy, Julian A1 - Fichtel, Claudia A1 - Fiedler, Wolfgang A1 - Fischer, Christina A1 - Fischhoff, Ilya A1 - Fleming, Christen H. A1 - Ford, Adam T. A1 - Fritz, Susanne A. A1 - Gehr, Benedikt A1 - Goheen, Jacob R. A1 - Gurarie, Eliezer A1 - Hebblewhite, Mark A1 - Heurich, Marco A1 - Hewison, A. J. Mark A1 - Hof, Christian A1 - Hurme, Edward A1 - Isbell, Lynne A. A1 - Janssen, Rene A1 - Jeltsch, Florian A1 - Kaczensky, Petra A1 - Kane, Adam A1 - Kappeler, Peter M. A1 - Kauffman, Matthew A1 - Kays, Roland A1 - Kimuyu, Duncan A1 - Koch, Flavia A1 - Kranstauber, Bart A1 - LaPoint, Scott A1 - Leimgruber, Peter A1 - Linnell, John D. C. A1 - Lopez-Lopez, Pascual A1 - Markham, A. Catherine A1 - Mattisson, Jenny A1 - Medici, Emilia Patricia A1 - Mellone, Ugo A1 - Merrill, Evelyn A1 - Mourao, Guilherme de Miranda A1 - Morato, Ronaldo G. A1 - Morellet, Nicolas A1 - Morrison, Thomas A. A1 - Diaz-Munoz, Samuel L. A1 - Mysterud, Atle A1 - Nandintsetseg, Dejid A1 - Nathan, Ran A1 - Niamir, Aidin A1 - Odden, John A1 - Oliveira-Santos, Luiz Gustavo R. A1 - Olson, Kirk A. A1 - Patterson, Bruce D. A1 - de Paula, Rogerio Cunha A1 - Pedrotti, Luca A1 - Reineking, Bjorn A1 - Rimmler, Martin A1 - Rogers, Tracey L. A1 - Rolandsen, Christer Moe A1 - Rosenberry, Christopher S. A1 - Rubenstein, Daniel I. A1 - Safi, Kamran A1 - Said, Sonia A1 - Sapir, Nir A1 - Sawyer, Hall A1 - Schmidt, Niels Martin A1 - Selva, Nuria A1 - Sergiel, Agnieszka A1 - Shiilegdamba, Enkhtuvshin A1 - Silva, Joao Paulo A1 - Singh, Navinder A1 - Solberg, Erling J. A1 - Spiegel, Orr A1 - Strand, Olav A1 - Sundaresan, Siva A1 - Ullmann, Wiebke A1 - Voigt, Ulrich A1 - Wall, Jake A1 - Wattles, David A1 - Wikelski, Martin A1 - Wilmers, Christopher C. A1 - Wilson, John W. A1 - Wittemyer, George A1 - Zieba, Filip A1 - Zwijacz-Kozica, Tomasz A1 - Mueller, Thomas T1 - Moving in the Anthropocene BT - global reductions in terrestrial mammalian movements JF - Science N2 - Animal movement is fundamental for ecosystem functioning and species survival, yet the effects of the anthropogenic footprint on animal movements have not been estimated across species. Using a unique GPS-tracking database of 803 individuals across 57 species, we found that movements of mammals in areas with a comparatively high human footprint were on average one-half to one-third the extent of their movements in areas with a low human footprint. We attribute this reduction to behavioral changes of individual animals and to the exclusion of species with long-range movements from areas with higher human impact. Global loss of vagility alters a key ecological trait of animals that affects not only population persistence but also ecosystem processes such as predator-prey interactions, nutrient cycling, and disease transmission. Y1 - 2018 U6 - https://doi.org/10.1126/science.aam9712 SN - 0036-8075 SN - 1095-9203 VL - 359 IS - 6374 SP - 466 EP - 469 PB - American Assoc. for the Advancement of Science CY - Washington ER - TY - JOUR A1 - Ziege, Madlen A1 - Hermann, Bernd Timo A1 - Kriesten, Stefanie A1 - Merker, Stefan A1 - Ullmann, Wiebke A1 - Streit, Bruno A1 - Wenninger, Sandra A1 - Plath, Martin T1 - Ranging behavior of European rabbits (Oryctolagus cuniculus) in urban and suburban landscapes JF - Mammal research / Mammal Research Institute, Polish Academy of Sciences N2 - Various mammals, particularly carnivores, reportedly establish smaller home ranges in urban compared with rural areas. This may be because urban environments provide optimal resources within a small area, negating the requirement to range further, or because habitat fragmentation constrains ranging behavior. Comparable information on urban populations of herbivorous mammalian species (such as European rabbits) is scarce. To fill this knowledge gap, we radio-tracked 13 individuals (seven females and six males) equipped with radio collars in a suburban and an urban study site in the city of Frankfurt am Main in Germany during the reproductive season (March to September) of 2012. The study sites differed in levels of habitat fragmentation. We report the smallest home ranges ever described for this species, with mean 95% minimum convex polygons (MCPs) covering 0.50 ha, while no consistent differences between sites were uncovered. We occasionally tracked individuals crossing streets underground (in burrows), suggesting that streets may restrict the ranging behavior of rabbits-and possibly other burrowing species-to a much lesser extent than previously thought. We conclude that heterogeneous landscape structures, made up of a diverse mosaic of buildings, parks, and gardens, provide sufficient food and shelter in close proximity to burrows at both study sites. Therefore, our data support the hypothesis that optimal resources constrain ranges in this case rather than habitat fragmentation. KW - Habitat fragmentation KW - Home range KW - Urbanization KW - Urban ecology KW - Minimum convex polygons (MCPs) Y1 - 2020 U6 - https://doi.org/10.1007/s13364-020-00490-2 SN - 2199-2401 SN - 2199-241X VL - 65 IS - 3 SP - 607 EP - 614 PB - Springer CY - Heidelberg ER - TY - JOUR A1 - Hofman, Maarten P. G. A1 - Hayward, M. W. A1 - Heim, M. A1 - Marchand, P. A1 - Rolandsen, C. M. A1 - Mattisson, Jenny A1 - Urbano, F. A1 - Heurich, M. A1 - Mysterud, A. A1 - Melzheimer, J. A1 - Morellet, N. A1 - Voigt, Ulrich A1 - Allen, B. L. A1 - Gehr, Benedikt A1 - Rouco Zufiaurre, Carlos A1 - Ullmann, Wiebke A1 - Holand, O. A1 - Jorgensen, n H. A1 - Steinheim, G. A1 - Cagnacci, F. A1 - Kroeschel, M. A1 - Kaczensky, P. A1 - Buuveibaatar, B. A1 - Payne, J. C. A1 - Palmegiani, I A1 - Jerina, K. A1 - Kjellander, P. A1 - Johansson, O. A1 - LaPoint, S. A1 - Bayrakcismith, R. A1 - Linnell, J. D. C. A1 - Zaccaroni, M. A1 - Jorge, M. L. S. A1 - Oshima, J. E. F. A1 - Songhurst, A. A1 - Fischer, C. A1 - Mc Bride, R. T. A1 - Thompson, J. J. A1 - Streif, S. A1 - Sandfort, R. A1 - Bonenfant, Christophe A1 - Drouilly, M. A1 - Klapproth, M. A1 - Zinner, Dietmar A1 - Yarnell, Richard A1 - Stronza, A. A1 - Wilmott, L. A1 - Meisingset, E. A1 - Thaker, Maria A1 - Vanak, A. T. A1 - Nicoloso, S. A1 - Graeber, R. A1 - Said, S. A1 - Boudreau, M. R. A1 - Devlin, A. A1 - Hoogesteijn, R. A1 - May-Junior, J. A. A1 - Nifong, J. C. A1 - Odden, J. A1 - Quigley, H. B. A1 - Tortato, F. A1 - Parker, D. M. A1 - Caso, A. A1 - Perrine, J. A1 - Tellaeche, C. A1 - Zieba, F. A1 - Zwijacz-Kozica, T. A1 - Appel, C. L. A1 - Axsom, I A1 - Bean, W. T. A1 - Cristescu, B. A1 - Periquet, S. A1 - Teichman, K. J. A1 - Karpanty, S. A1 - Licoppe, A. A1 - Menges, V A1 - Black, K. A1 - Scheppers, Thomas L. A1 - Schai-Braun, S. C. A1 - Azevedo, F. C. A1 - Lemos, F. G. A1 - Payne, A. A1 - Swanepoel, L. H. A1 - Weckworth, B. A1 - Berger, A. A1 - Bertassoni, Alessandra A1 - McCulloch, G. A1 - Sustr, P. A1 - Athreya, V A1 - Bockmuhl, D. A1 - Casaer, J. A1 - Ekori, A. A1 - Melovski, D. A1 - Richard-Hansen, C. A1 - van de Vyver, D. A1 - Reyna-Hurtado, R. A1 - Robardet, E. A1 - Selva, N. A1 - Sergiel, A. A1 - Farhadinia, M. S. A1 - Sunde, P. A1 - Portas, R. A1 - Ambarli, Hüseyin A1 - Berzins, R. A1 - Kappeler, P. M. A1 - Mann, G. K. A1 - Pyritz, L. A1 - Bissett, C. A1 - Grant, T. A1 - Steinmetz, R. A1 - Swedell, Larissa A1 - Welch, R. J. A1 - Armenteras, D. A1 - Bidder, O. R. A1 - Gonzalez, T. M. A1 - Rosenblatt, A. A1 - Kachel, S. A1 - Balkenhol, N. T1 - Right on track? BT - Performance of satellite telemetry in terrestrial wildlife research JF - PLoS one N2 - Satellite telemetry is an increasingly utilized technology in wildlife research, and current devices can track individual animal movements at unprecedented spatial and temporal resolutions. However, as we enter the golden age of satellite telemetry, we need an in-depth understanding of the main technological, species-specific and environmental factors that determine the success and failure of satellite tracking devices across species and habitats. Here, we assess the relative influence of such factors on the ability of satellite telemetry units to provide the expected amount and quality of data by analyzing data from over 3,000 devices deployed on 62 terrestrial species in 167 projects worldwide. We evaluate the success rate in obtaining GPS fixes as well as in transferring these fixes to the user and we evaluate failure rates. Average fix success and data transfer rates were high and were generally better predicted by species and unit characteristics, while environmental characteristics influenced the variability of performance. However, 48% of the unit deployments ended prematurely, half of them due to technical failure. Nonetheless, this study shows that the performance of satellite telemetry applications has shown improvements over time, and based on our findings, we provide further recommendations for both users and manufacturers. Y1 - 2019 U6 - https://doi.org/10.1371/journal.pone.0216223 SN - 1932-6203 VL - 14 IS - 5 PB - PLoS CY - San Fransisco ER - TY - JOUR A1 - Mayer, Martin A1 - Ullmann, Wiebke A1 - Heinrich, Rebecca A1 - Fischer, Christina A1 - Blaum, Niels A1 - Sunde, Peter T1 - Seasonal effects of habitat structure and weather on the habitat selection and home range size of a mammal in agricultural landscapes JF - Landscape ecology N2 - Context Human land use intensified over the last century and simultaneously, extreme weather events have become more frequent. However, little is known about the interplay between habitat structure, direct short-term weather effects and indirect seasonal effects on animal space use and behavior. Objectives We used the European hare (Lepus europaeus) as model to investigate how habitat structure and weather conditions affect habitat selection and home range size, predictors for habitat quality and energetic requirements. Methods Using > 100,000 GPS positions of 60 hares in three areas in Denmark and Germany, we analyzed habitat selection and home range size in response to seasonally changing habitat structure, measured as vegetation height and agricultural field size, and weather. We compared daily and monthly home ranges to disentangle between direct short-term weather effects and indirect seasonal effects of climate. Results Habitat selection and home range size varied seasonally as a response to changing habitat structure, potentially affecting the availability of food and shelter. Overall, habitat structure and seasonality were more important in explaining hare habitat selection and home range size compared to direct weather conditions. Nevertheless, hares adjusted habitat selection and daily home range size in response to temperature, wind speed and humidity, possibly in response to thermal constrains and predation risk. Conclusions For effective conservation, habitat heterogeneity should be increased, e.g. by reducing agricultural field sizes and the implementation of set-asides that provide both forage and shelter, especially during the colder months of the year. KW - European hare KW - GPS KW - Habitat selection KW - Home range KW - Lepus europaeus KW - Weather Y1 - 2019 U6 - https://doi.org/10.1007/s10980-019-00878-9 SN - 0921-2973 SN - 1572-9761 VL - 34 IS - 10 SP - 2279 EP - 2294 PB - Springer CY - Dordrecht ER - TY - JOUR A1 - Stiegler, Jonas A1 - Kiemel, Katrin A1 - Eccard, Jana A1 - Fischer, Christina A1 - Hering, Robert A1 - Ortmann, Sylvia A1 - Strigl, Lea A1 - Tiedemann, Ralph A1 - Ullmann, Wiebke A1 - Blaum, Niels T1 - Seed traits matter BT - endozoochoric dispersal through a pervasive mobile linker JF - Ecology and evolution N2 - Although many plants are dispersed by wind and seeds can travel long distances across unsuitable matrix areas, a large proportion relies on co-evolved zoochorous seed dispersal to connect populations in isolated habitat islands. Particularly in agricultural landscapes, where remaining habitat patches are often very small and highly isolated, mobile linkers as zoochorous seed dispersers are critical for the population dynamics of numerous plant species. However, knowledge about the quali- or quantification of such mobile link processes, especially in agricultural landscapes, is still limited. In a controlled feeding experiment, we recorded the seed intake and germination success after complete digestion by the European brown hare (Lepus europaeus) and explored its mobile link potential as an endozoochoric seed disperser. Utilizing a suite of common, rare, and potentially invasive plant species, we disentangled the effects of seed morphological traits on germination success while controlling for phylogenetic relatedness. Further, we measured the landscape connectivity via hares in two contrasting agricultural landscapes (simple: few natural and semi-natural structures, large fields; complex: high amount of natural and semi-natural structures, small fields) using GPS-based movement data. With 34,710 seeds of 44 plant species fed, one of 200 seeds (0.51%) with seedlings of 33 species germinated from feces. Germination after complete digestion was positively related to denser seeds with comparatively small surface area and a relatively slender and elongated shape, suggesting that, for hares, the most critical seed characteristics for successful endozoochorous seed dispersal minimize exposure of the seed to the stomach and the associated digestive system. Furthermore, we could show that a hare's retention time is long enough to interconnect different habitats, especially grasslands and fields. Thus, besides other seed dispersal mechanisms, this most likely allows hares to act as effective mobile linkers contributing to ecosystem stability in times of agricultural intensification, not only in complex but also in simple landscapes. KW - agricultural landscapes KW - endozoochory KW - Lepus europaeus KW - mobile links KW - seed dispersal KW - seed dispersal syndrome Y1 - 2021 U6 - https://doi.org/10.1002/ece3.8440 SN - 2045-7758 VL - 11 IS - 24 SP - 18477 EP - 18491 PB - Wiley CY - Hoboken ER - TY - JOUR A1 - Ullmann, Wiebke A1 - Fischer, Christina A1 - Pirhofer-Walzl, Karin A1 - Kramer-Schadt, Stephanie A1 - Blaum, Niels T1 - Spatiotemporal variability in resources affects herbivore home range formation in structurally contrasting and unpredictable agricultural landscapes JF - Landscape ecology N2 - We investigated whether a given landscape structure affects the level of home range size adaptation in response to resource variability. We tested whether increasing resource variability forces herbivorous mammals to increase their home ranges. In 2014 and 2015 we collared 40 European brown hares (Lepus europaeus) with GPS-tags to record hare movements in two regions in Germany with differing landscape structures. We examined hare home range sizes in relation to resource availability and variability by using the normalized difference vegetation index as a proxy. Hares in simple landscapes showed increasing home range sizes with increasing resource variability, whereas hares in complex landscapes did not enlarge their home range. Animals in complex landscapes have the possibility to include various landscape elements within their home ranges and are more resilient against resource variability. But animals in simple landscapes with few elements experience shortcomings when resource variability becomes high. The increase in home range size, the movement related increase in energy expenditure, and a decrease in hare abundances can have severe implications for conservation of mammals in anthropogenic landscapes. Hence, conservation management could benefit from a better knowledge about fine-scaled effects of resource variability on movement behaviour. KW - Resource variability KW - Resource availability KW - Home range size KW - European brown hare KW - GPS tracking KW - Telemetry KW - Lepus europaeus Y1 - 2018 U6 - https://doi.org/10.1007/s10980-018-0676-2 SN - 0921-2973 SN - 1572-9761 VL - 33 IS - 9 SP - 1505 EP - 1517 PB - Springer CY - Dordrecht ER - TY - JOUR A1 - Stiegler, Jonas A1 - Pahl, Janice A1 - Guillen, Rafael Arce A1 - Ullmann, Wiebke A1 - Blaum, Niels T1 - The heat is on BT - impacts of rising temperature on the activity of a common European mammal JF - Frontiers in Ecology and Evolution N2 - Climate conditions severely impact the activity and, consequently, the fitness of wildlife species across the globe. Wildlife can respond to new climatic conditions, but the pace of human-induced change limits opportunities for adaptation or migration. Thus, how these changes affect behavior, movement patterns, and activity levels remains unclear. In this study, we investigate how extreme weather conditions affect the activity of European hares (Lepus europaeus) during their peak reproduction period. When hares must additionally invest energy in mating, prevailing against competitors, or lactating, we investigated their sensitivities to rising temperatures, wind speed, and humidity. To quantify their activity, we used the overall dynamic body acceleration (ODBA) calculated from tri-axial acceleration measurements of 33 GPS-collared hares. Our analysis revealed that temperature, humidity, and wind speed are important in explaining changes in activity, with a strong response for high temperatures above 25 & DEG;C and the highest change in activity during temperature extremes of over 35 & DEG;C during their inactive period. Further, we found a non-linear relationship between temperature and activity and an interaction of activity changes between day and night. Activity increased at higher temperatures during the inactive period (day) and decreased during the active period (night). This decrease was strongest during hot tropical nights. At a stage of life when mammals such as hares must substantially invest in reproduction, the sensitivity of females to extreme temperatures was particularly pronounced. Similarly, both sexes increased their activity at high humidity levels during the day and low wind speeds, irrespective of the time of day, while the effect of humidity was stronger for males. Our findings highlight the importance of understanding the complex relationships between extreme weather conditions and mammal behavior, critical for conservation and management. With ongoing climate change, extreme weather events such as heat waves and heavy rainfall are predicted to occur more often and last longer. These events will directly impact the fitness of hares and other wildlife species and hence the population dynamics of already declining populations across Europe. KW - activity KW - ODBA KW - animal tracking KW - European hare KW - extreme weather events KW - climate change Y1 - 2023 U6 - https://doi.org/10.3389/fevo.2023.1193861 SN - 2296-701X VL - 11 PB - Frontiers Media CY - Lausanne ER -