Bibliographie der Universität Regensburg

Pichler, Maximilian Matthias (2024) Machine Learning and Deep Learning in Ecology – from predictions to mechanistic inference. Dissertation, Universität Regensburg.

Amesöder, Christian , Hartig, Florian und Pichler, Maximilian (2024) ‘cito': an R package for training neural networks using ‘torch'. Ecography 2024 (6), e07143.

Heiland, Lukas (2023) Sapling Dynamics and Forest Composition Along Environmental Gradients. Dissertation, Universität Regensburg.

Pichler, Maximilian und Hartig, Florian (2023) Machine learning and deep learning—A review for ecologists. Methods in Ecology and Evolution, (early view).

Oberpriller, Johannes , Herschlein, Christine, Anthoni, Peter, Arneth, Almut , Krause, Andreas , Rammig, Anja , Lindeskog, Mats, Olin, Stefan und Hartig, Florian (2022) Climate and parameter sensitivity and induced uncertainties in carbon stock projections for European forests (using LPJ-GUESS 4.0). Geoscientific Model Development 15 (16), S. 6495-6519.

Oberpriller, Johannes , de Souza Leite, Melina und Pichler, Maximilian (2022) Fixed or random? On the reliability of mixed‐effects models for a small number of levels in grouping variables. Ecology and Evolution 12 (7), e9062.

Oberpriller, Johannes (2022) Exploring robustness and uncertainties of projections with forest ecosystem models. Dissertation, Universität Regensburg.

Rosbakh, Sergey , Chalmandrier, Loïc , Phartyal, Shyam S. und Poschlod, Peter (2022) Inferring community assembly processes from functional seed trait variation along elevation gradient. Journal of Ecology 110 (10), S. 2374-2387.

Rosbakh, Sergey , Pichler, Maximilian , Poschlod, Peter und Török, Péter (2022) Machine‐learning algorithms predict soil seed bank persistence from easily available traits. Applied Vegetation Science 25 (2), e12660.

Chalmandrier, Loïc , Stouffer, Daniel B. , Purcell, Adam S. T., Lee, William G., Tanentzap, Andrew J. und Laughlin, Daniel C. (2022) Predictions of biodiversity are improved by integrating trait‐based competition with abiotic filtering. Ecology Letters, S. 1-13.

Heiland, Lukas , Kunstler, Georges, Ruiz‐Benito, Paloma , Buras, Allan, Dahlgren, Jonas und Hülsmann, Lisa (2022) Divergent occurrences of juvenile and adult trees are explained by both environmental change and ontogenetic effects. Ecography 2022 (3), e06042.

Mahnken, Mats , Cailleret, Maxime , Collalti, Alessio , Trotta, Carlo , Biondo, Corrado, D'Andrea, Ettore , Dalmonech, Daniela , Marano, Gina , Mäkelä, Annikki , Minunno, Francesco, Peltoniemi, Mikko, Trotsiuk, Volodymyr, Nadal‐Sala, Daniel , Sabaté, Santiago, Vallet, Patrick , Aussenac, Raphaël, Cameron, David R., Bohn, Friedrich J., Grote, Rüdiger , Augustynczik, Andrey L. D., Yousefpour, Rasoul, Huber, Nica, Bugmann, Harald, Merganičová, Katarina, Merganic, Jan, Valent, Peter, Lasch‐Born, Petra, Hartig, Florian , Vega del Valle, Iliusi D., Volkholz, Jan, Gutsch, Martin, Matteucci, Giorgio, Krejza, Jan , Ibrom, Andreas , Meesenburg, Henning, Rötzer, Thomas, van der Maaten‐Theunissen, Marieke, van der Maaten, Ernst und Reyer, Christopher P. O. (2022) Accuracy, realism and general applicability of European forest models. Global Change Biology 28 (23), S. 6921-6943. Volltext nicht vorhanden.

Schultz, Emily L., Hülsmann, Lisa , Pillet, Michiel D., Hartig, Florian , Breshears, David D. , Record, Sydne, Shaw, John D. , DeRose, R. Justin , Zuidema, Pieter A. , Evans, Margaret E. K. und Chase, Jonathan (2022) Climate‐driven, but dynamic and complex? A reconciliation of competing hypotheses for species’ distributions. Ecology Letters 25 (1), S. 38-51. Volltext nicht vorhanden.

Henrich, Maik, Hartig, Florian , Dormann, Carsten F., Kühl, Hjalmar S., Peters, Wibke, Franke, Frederik, Peterka, Tomáš, Šustr, Pavel und Heurich, Marco (2022) Deer Behavior Affects Density Estimates With Camera Traps, but Is Outweighed by Spatial Variability. Frontiers in Ecology and Evolution 10. Volltext nicht vorhanden.

Cameron, David, Hartig, Florian , Minnuno, Francesco, Oberpriller, Johannes , Reineking, Björn, Van Oijen, Marcel und Dietze, Michael (2022) Issues in calibrating models with multiple unbalanced constraints: the significance of systematic model and data errors. Methods in Ecology and Evolution 13 (12), S. 2757-2770. Volltext nicht vorhanden.

Hartig, Florian und Barraquand, Frédéric (2022) The evidence contained in the P-value is context dependent. Trends in Ecology & Evolution 37 (7), S. 569-570. Volltext nicht vorhanden.

Leibold, Mathew A. , Rudolph, F. Javiera, Blanchet, F. Guillaume , De Meester, Luc, Gravel, Dominique, Hartig, Florian, Peres‐Neto, Pedro, Shoemaker, Lauren und Chase, Jonathan M. (2022) The internal structure of metacommunities. Oikos 2022 (1). Volltext nicht vorhanden.

Pichler, Maximilian und Hartig, Florian (2021) A new joint species distribution model for faster and more accurate inference of species associations from big community data. Methods in Ecology and Evolution 12, S. 2159-2173.

Rosbakh, Sergey , Hartig, Florian , Sandanov, Denis V. , Bukharova, Evgenya V., Miller, Tara K. und Primack, Richard B. (2021) Siberian plants shift their phenology in response to climate change. Global Change Biology 27, S. 4435-4448.

Oberpriller, Johannes , Cameron, David R., Dietze, Michael C., Hartig, Florian und Coulson, Tim (2021) Towards robust statistical inference for complex computer models. Ecology Letters 24 (6), S. 1251-1261.

Thrippleton, Timothy, Hülsmann, Lisa, Cailleret, Maxime und Bugmann, Harald (2021) An evaluation of multi-species empirical tree mortality algorithms for dynamic vegetation modelling. Scientific Reports 11 (1). Volltext nicht vorhanden.

Udy, Kristy, Fritsch, Matthias, Meyer, Katrin M. , Grass, Ingo , Hanß, Sebastian , Hartig, Florian , Kneib, Thomas , Kreft, Holger , Kukunda, Collins B. , Pe’er, Guy, Reininghaus, Hannah, Tietjen, Britta, Tscharntke, Teja, van Waveren, Clara‐Sophie, Wiegand, Kerstin und Keil, Petr (2021) Environmental heterogeneity predicts global species richness patterns better than area. Global Ecology and Biogeography 30 (4), S. 842-851. Volltext nicht vorhanden.

Ryo, Masahiro , Angelov, Boyan , Mammola, Stefano , Kass, Jamie M. , Benito, Blas M. und Hartig, Florian (2021) Explainable artificial intelligence enhances the ecological interpretability of black‐box species distribution models. Ecography 44 (2), S. 199-205. Volltext nicht vorhanden.

Conedera, Marco, Krebs, Patrik, Gehring, Eric, Wunder, Jan, Hülsmann, Lisa, Abegg, Meinrad und Maringer, Janet (2021) How future-proof is Sweet chestnut (Castanea sativa) in a global change context? Forest Ecology and Management 494, S. 119320. Volltext nicht vorhanden.

Barraquand, Frédéric , Picoche, Coralie, Detto, Matteo und Hartig, Florian (2021) Inferring species interactions using Granger causality and convergent cross mapping. Theoretical Ecology 14 (1), S. 87-105. Volltext nicht vorhanden.

Hülsmann, Lisa, Chisholm, Ryan A. und Hartig, Florian (2021) Is Variation in Conspecific Negative Density Dependence Driving Tree Diversity Patterns at Large Scales? Trends in Ecology & Evolution 36 (2), S. 151-163. Volltext nicht vorhanden.

Chalmandrier, Loïc , Hartig, Florian , Laughlin, Daniel C., Lischke, Heike , Pichler, Maximilian , Stouffer, Daniel B. und Pellissier, Loïc (2021) Linking functional traits and demography to model species-rich communities. Nature Communications 12 (1). Volltext nicht vorhanden.

Speich, Matthias, Dormann, Carsten F. und Hartig, Florian (2021) Sequential Monte-Carlo algorithms for Bayesian model calibration – A review and method comparison✰. Ecological Modelling 455, S. 109608. Volltext nicht vorhanden.

Tanentzap, Andrew J., Hagen, Oskar, Flück, Benjamin, Fopp, Fabian , Cabral, Juliano S. , Hartig, Florian, Pontarp, Mikael , Rangel, Thiago F. und Pellissier, Loïc (2021) gen3sis: A general engine for eco-evolutionary simulations of the processes that shape Earth’s biodiversity. PLOS Biology 19 (7), e3001340. Volltext nicht vorhanden.

Reisch, Christoph und Hartig, Florian (2020) Species and genetic diversity patterns show different responses to land use intensity in central European grasslands. Diversity and Distributions 27 (3), S. 392-401.

Mair, Magdalena M. , Kattwinkel, Mira, Jakoby, Oliver und Hartig, Florian (2020) The Minimum Detectable Difference (MDD) Concept for Establishing Trust in Nonsignificant Results: A Critical Review. Environmental Toxicology and Chemistry 39, S. 2109-2123.

Trotsiuk, Volodymyr, Hartig, Florian , Forrester, David I. und Goslee, Sarah (2020) r3PG – An r package for simulating forest growth using the 3‐PG process‐based model. Methods in Ecology and Evolution 11 (11), S. 1470-1475. Volltext nicht vorhanden.

Trotsiuk, Volodymyr, Hartig, Florian , Cailleret, Maxime , Babst, Flurin , Forrester, David I., Baltensweiler, Andri , Buchmann, Nina , Bugmann, Harald , Gessler, Arthur , Gharun, Mana , Minunno, Francesco, Rigling, Andreas , Rohner, Brigitte , Stillhard, Jonas , Thürig, Esther, Waldner, Peter, Ferretti, Marco, Eugster, Werner und Schaub, Marcus (2020) Assessing the response of forest productivity to climate extremes in Switzerland using model–data fusion. Global Change Biology 26 (4), S. 2463-2476. Volltext nicht vorhanden.

Ruiz-Benito, Paloma , Vacchiano, Giorgio , Lines, Emily R., Reyer, Christopher P. O. , Ratcliffe, Sophia , Morin, Xavier, Hartig, Florian , Mäkelä, Annikki , Yousefpour, Rasoul, Chaves, Jimena E. , Palacios-Orueta, Alicia, Benito-Garzón, Marta, Morales-Molino, Cesar , Camarero, J. Julio, Jump, Alistair S., Kattge, Jens , Lehtonen, Aleksi , Ibrom, Andreas, Owen, Harry J. F. und Zavala, Miguel A. (2020) Available and missing data to model impact of climate change on European forests. Ecological Modelling 416, S. 108870. Volltext nicht vorhanden.

Dormann, Carsten F. , Bagnara, Maurizio, Boch, Steffen, Hinderling, Judith, Janeiro-Otero, Andrea, Schäfer, Deborah, Schall, Peter und Hartig, Florian (2020) Plant species richness increases with light availability, but not variability, in temperate forests understorey. BMC Ecology 20 (1). Volltext nicht vorhanden.

Thrippleton, Timothy, Hülsmann, Lisa, Cailleret, Maxime und Bugmann, Harald (2020) Projecting Forest Dynamics Across Europe: Potentials and Pitfalls of Empirical Mortality Algorithms. Ecosystems 23 (1), S. 188-203. Volltext nicht vorhanden.

Reyer, Christopher P. O. , Silveyra Gonzalez, Ramiro, Dolos, Klara, Hartig, Florian, Hauf, Ylva, Noack, Matthias, Lasch-Born, Petra , Rötzer, Thomas, Pretzsch, Hans, Meesenburg, Henning , Fleck, Stefan, Wagner, Markus, Bolte, Andreas, Sanders, Tanja G. M. , Kolari, Pasi , Mäkelä, Annikki , Vesala, Timo, Mammarella, Ivan , Pumpanen, Jukka, Collalti, Alessio , Trotta, Carlo, Matteucci, Giorgio , D'Andrea, Ettore, Foltýnová, Lenka , Krejza, Jan, Ibrom, Andreas, Pilegaard, Kim, Loustau, Denis, Bonnefond, Jean-Marc, Berbigier, Paul, Picart, Delphine, Lafont, Sébastien, Dietze, Michael, Cameron, David, Vieno, Massimo, Tian, Hanqin, Palacios-Orueta, Alicia, Cicuendez, Victor, Recuero, Laura, Wiese, Klaus, Büchner, Matthias, Lange, Stefan, Volkholz, Jan, Kim, Hyungjun, Horemans, Joanna A., Bohn, Friedrich, Steinkamp, Jörg, Chikalanov, Alexander, Weedon, Graham P., Sheffield, Justin, Babst, Flurin , Vega del Valle, Iliusi, Suckow, Felicitas, Martel, Simon, Mahnken, Mats, Gutsch, Martin und Frieler, Katja (2020) The PROFOUND Database for evaluating vegetation models and simulating climate impacts on European forests. Earth System Science Data 12 (2), S. 1295-1320. Volltext nicht vorhanden.

Henrich, Maik, Niederlechner, Sandra, Kröschel, Max, Thoma, Stefanie, Dormann, Carsten F., Hartig, Florian, Heurich, Marco, Rowcliffe, Marcus und Wearn, Oliver (2020) The influence of camera trap flash type on the behavioural reactions and trapping rates of red deer and roe deer. Remote Sensing in Ecology and Conservation 6 (3), S. 399-410. Volltext nicht vorhanden.

Berzaghi, Fabio , Wright, Ian J. , Kramer, Koen, Oddou-Muratorio, Sylvie, Bohn, Friedrich J., Reyer, Christopher P.O., Sabaté, Santiago , Sanders, Tanja G.M. und Hartig, Florian (2020) Towards a New Generation of Trait-Flexible Vegetation Models. Trends in Ecology & Evolution 35 (3), S. 191-205. Volltext nicht vorhanden.

Valdez, Jose W. , Hartig, Florian , Fennel, Sabine und Poschlod, Peter (2019) The Recruitment Niche Predicts Plant Community Assembly Across a Hydrological Gradient Along Plowed and Undisturbed Transects in a Former Agricultural Wetland. Frontiers in Plant Science 10 (88), S. 1-9.

Etienne, Rampal S., Cabral, Juliano Sarmento, Hagen, Oskar, Hartig, Florian, Hurlbert, Allen H., Pellissier, Loïc , Pontarp, Mikael und Storch, David (2019) A Minimal Model for the Latitudinal Diversity Gradient Suggests a Dominant Role for Ecological Limits. The American Naturalist 194 (5), E122-E133. Volltext nicht vorhanden.

Maliet, Odile , Hartig, Florian und Morlon, Hélène (2019) A model with many small shifts for estimating species-specific diversification rates. Nature Ecology & Evolution 3 (7), S. 1086-1092. Volltext nicht vorhanden.

Hauenstein, Severin , Fattebert, Julien , Grüebler, Martin U. , Naef‐Daenzer, Beat, Pe'er, Guy und Hartig, Florian (2019) Calibrating an individual‐based movement model to predict functional connectivity for little owls. Ecological Applications 29 (4), e01873. Volltext nicht vorhanden.

Delpierre, Nicolas, Lireux, Ségolène, Hartig, Florian , Camarero, Jesús Julio, Cheaib, Alissar, Čufar, Katarina, Cuny, Henri, Deslauriers, Annie, Fonti, Patrick , Gričar, Jožica, Huang, Jian‐Guo, Krause, Cornelia, Liu, Guohua, de Luis, Martin , Mäkinen, Harri , del Castillo, Edurne Martinez, Morin, Hubert, Nöjd, Pekka, Oberhuber, Walter, Prislan, Peter, Rossi, Sergio, Saderi, Seyedeh Masoumeh, Treml, Vaclav , Vavrick, Hanus und Rathgeber, Cyrille B. K. (2019) Chilling and forcing temperatures interact to predict the onset of wood formation in Northern Hemisphere conifers. Global Change Biology 25 (3), S. 1089-1105. Volltext nicht vorhanden.

Chanthorn, Wirong, Hartig, Florian, Brockelman, Warren Y., Srisang, Wacharapong, Nathalang, Anuttara und Santon, Jantima (2019) Defaunation of large-bodied frugivores reduces carbon storage in a tropical forest of Southeast Asia. Scientific Reports 9 (1). Volltext nicht vorhanden.

Nadal-Sala, Daniel , Hartig, Florian , Gracia, Carlos A. und Sabaté, Santiago (2019) Global warming likely to enhance black locust (Robinia pseudoacacia L.) growth in a Mediterranean riparian forest. Forest Ecology and Management 449, S. 117448. Volltext nicht vorhanden.

Vanoni, Marco, Cailleret, Maxime, Hülsmann, Lisa, Bugmann, Harald und Bigler, Christof (2019) How do tree mortality models from combined tree-ring and inventory data affect projections of forest succession? Forest Ecology and Management 433, S. 606-617. Volltext nicht vorhanden.

Johnson, Jeremy S , Cantrell, Robert Stephen, Cosner, Chris, Hartig, Florian, Hastings, Alan, Rogers, Haldre S, Schupp, Eugene W, Shea, Katriona, Teller, Brittany J, Yu, Xiao, Zurell, Damaris und Pufal, Gesine (2019) Rapid changes in seed dispersal traits may modify plant responses to global change. AoB PLANTS 11 (3). Volltext nicht vorhanden.

Bugmann, Harald , Seidl, Rupert , Hartig, Florian , Bohn, Friedrich, Brůna, Josef , Cailleret, Maxime , François, Louis, Heinke, Jens, Henrot, Alexandra-Jane, Hickler, Thomas , Hülsmann, Lisa, Huth, Andreas, Jacquemin, Ingrid, Kollas, Chris, Lasch-Born, Petra, Lexer, Manfred J., Merganič, Ján, Merganičová, Katarína, Mette, Tobias, Miranda, Brian R., Nadal-Sala, Daniel , Rammer, Werner, Rammig, Anja, Reineking, Björn, Roedig, Edna, Sabaté, Santi , Steinkamp, Jörg , Suckow, Felicitas, Vacchiano, Giorgio , Wild, Jan , Xu, Chonggang und Reyer, Christopher P. O. (2019) Tree mortality submodels drive simulated long-term forest dynamics: assessing 15 models from the stand to global scale. Ecosphere 10 (2), e02616. Volltext nicht vorhanden.