Modelling of species distributions, range dynamics and communities under imperfect detection: advances, challenges and opportunities von Gurutzeta Guillera-Arroita

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Predictive performance of presence-only species distribution models: a benchmark study with reproducible code von Valavi, Roozbeh, Guillera-Arroita, Gurutzeta, Lahoz-Monfort, José J., Elith, Jane

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Testing whether ensemble modelling is advantageous for maximising predictive performance of species distribution models von Hao, Tianxiao, Elith, Jane, Lahoz‐Monfort, José J., Guillera‐Arroita, Gurutzeta

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A review of evidence about use and performance of species distribution modelling ensembles like BIOMOD von Hao, Tianxiao, Elith, Jane, Guillera-Arroita, Gurutzeta, Lahoz-Monfort, José J.

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A standard protocol for reporting species distribution models von Zurell, Damaris, Franklin, Janet, König, Christian, Bouchet, Phil J., Dormann, Carsten F., Elith, Jane, Fandos, Guillermo, Feng, Xiao, Guillera‐Arroita, Gurutzeta, Guisan, Antoine, Lahoz‐Monfort, José J., Leitão, Pedro J., Park, Daniel S., Peterson, A. Townsend, Rapacciuolo, Giovanni, Schmatz, Dirk R., Schröder, Boris, Serra‐Diaz, Josep M., Thuiller, Wilfried, Yates, Katherine L., Zimmermann, Niklaus E., Merow, Cory

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blockCV: An r package for generating spatially or environmentally separated folds for k‐fold cross‐validation of species distribution models von Valavi, Roozbeh, Elith, Jane, Lahoz‐Monfort, José J., Guillera‐Arroita, Gurutzeta, Warton, David

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Modelling species presence‐only data with random forests von Valavi, Roozbeh, Elith, Jane, Lahoz‐Monfort, José J., Guillera‐Arroita, Gurutzeta

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Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure von Roberts, David R., Bahn, Volker, Ciuti, Simone, Boyce, Mark S., Elith, Jane, Guillera‐Arroita, Gurutzeta, Hauenstein, Severin, Lahoz‐Monfort, José J., Schröder, Boris, Thuiller, Wilfried, Warton, David I., Wintle, Brendan A., Hartig, Florian, Dormann, Carsten F.

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Joint species distribution models with species correlations and imperfect detection von Tobler, Mathias W., Kéry, Marc, Hui, Francis K. C., Guillera-Arroita, Gurutzeta, Knaus, Peter, Sattler, Thomas

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Is my species distribution model fit for purpose? Matching data and models to applications von Guillera-Arroita, Gurutzeta, Lahoz-Monfort, José J., Elith, Jane, Gordon, Ascelin, Kujala, Heini, Lentini, Pia E., McCarthy, Michael A., Tingley, Reid, Wintle, Brendan A.

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Model averaging in ecology: a review of Bayesian, information-theoretic, and tactical approaches for predictive inference von Dormann, Carsten F., Calabrese, Justin M., Guillera-Arroita, Gurutzeta, Matechou, Eleni, Bahn, Volker, Bartoń, Kamil, Beale, Colin M., Ciuti, Simone, Elith, Jane, Gerstner, Katharina, Guelat, Jérôme, Keil, Petr, Lahoz-Monfort, José J., Reineking, Björn, Roberts, David R., Schröder, Boris, Thuiller, Wilfried, Warton, David I., Wintle, Brendan A., Wood, Simon N., Wüest, Rafael O., Hartig, Florian

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Flexible species distribution modelling methods perform well on spatially separated testing data von Valavi, Roozbeh, Elith, Jane, Lahoz‐Monfort, José J., Guillera‐Arroita, Gurutzeta

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Statistical approaches to account for false‐positive errors in environmental DNA samples von Lahoz-Monfort, José J., Guillera-Arroita, Gurutzeta, Tingley, Reid

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A comparison of joint species distribution models for presence–absence data von Wilkinson, David P., Golding, Nick, Guillera‐Arroita, Gurutzeta, Tingley, Reid, McCarthy, Michael A., Peres‐Neto, Pedro

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Forecasting species range dynamics with process‐explicit models: matching methods to applications von Briscoe, Natalie J., Elith, Jane, Salguero‐Gómez, Roberto, Lahoz‐Monfort, José J., Camac, James S., Giljohann, Katherine M., Holden, Matthew H., Hradsky, Bronwyn A., Kearney, Michael R., McMahon, Sean M., Phillips, Ben L., Regan, Tracey J., Rhodes, Jonathan R., Vesk, Peter A., Wintle, Brendan A., Yen, Jian D.L., Guillera‐Arroita, Gurutzeta, Early, Regan

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Imperfect detection impacts the performance of species distribution models von Lahoz‐Monfort, José J, Guillera‐Arroita, Gurutzeta, Wintle, Brendan A

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Defining and evaluating predictions of joint species distribution models von Wilkinson, David P., Golding, Nick, Guillera‐Arroita, Gurutzeta, Tingley, Reid, McCarthy, Michael A., Freckleton, Robert

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Dealing with sampling bias and inferring absence data to improve distribution models of a widely distributed vulnerable marsupial von Brizuela‐Torres, Diego, Elith, Jane, Guillera‐Arroita, Gurutzeta, Briscoe, Natalie J.

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Can dynamic occupancy models improve predictions of species' range dynamics? A test using Swiss birds von Briscoe, Natalie J., Zurell, Damaris, Elith, Jane, König, Christian, Fandos, Guillermo, Malchow, Anne‐Kathleen, Kéry, Marc, Schmid, Hans, Guillera‐Arroita, Gurutzeta

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Dealing with false‐positive and false‐negative errors about species occurrence at multiple levels von Guillera‐Arroita, Gurutzeta, Lahoz‐Monfort, José Joaquín, Rooyen, Anthony R., Weeks, Andrew R., Tingley, Reid, McCrea, Rachel

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