Environmental filters reduce the effects of sampling bias and improve predictions of ecological niche models

Very high resolution interpolated climate surfaces for global land areas

Hijmans, R. J., Cameron, S. E., Parra, J. L., Jones, P. G., & Jarvis, A. (2005) · International Journal of Climatology · doi:10.1002/joc.1276 · Cited by 19,860 · see citing works

Maximum entropy modeling of species geographic distributions

Phillips, S. J., Anderson, R. P., & Schapire, R. E. (2005) · Ecological Modelling · doi:10.1016/j.ecolmodel.2005.03.026 · Cited by 17,870 · see citing works

A statistical explanation of MaxEnt for ecologists

Elith, J., Phillips, S. J., Hastie, T., Dudík, M., Chee, Y. E., & Yates, C. J. (2011) · Diversity and Distributions · doi:10.1111/j.1472-4642.2010.00725.x · Cited by 6,699 · see citing works

AUC: A misleading measure of the performance of predictive distribution models

Lobo, J. M., Jiménez‐Valverde, A., & Real, R. (2008) · Global Ecology and Biogeography · doi:10.1111/j.1466-8238.2007.00358.x · Cited by 3,499 · see citing works

raster: Geographic Data Analysis and Modeling

Hijmans, R. J. (2010) · doi:10.32614/cran.package.raster · Cited by 3,091 · see citing works

Sample selection bias and presence-only distribution models: Implications for background and pseudo-absence data

Phillips, S. J., Dudík, M., Elith, J., Graham, C. H., Lehmann, A., Leathwick, J., & Ferrier, S. (2009) · Ecological Applications · doi:10.1890/07-2153.1 · Cited by 2,996 · see citing works

The art of modelling range-shifting species: <i>The art of modelling range-shifting species</i>

Elith, J., Kearney, M., & Phillips, S. (2010) · Methods in Ecology and Evolution · doi:10.1111/j.2041-210x.2010.00036.x · Cited by 2,813 · see citing works

Five (or so) challenges for species distribution modelling

Araújo, M. B., & Guisan, A. (2006) · Journal of Biogeography · doi:10.1111/j.1365-2699.2006.01584.x · Cited by 1,904 · see citing works

Ecological Niches and Geographic Distributions (MPB-49)

Peterson, A. T., Soberón, J. M., Pearson, R. G., Anderson, R. P., Martínez‐Meyer, E., Nakamura, M., & Araújo, M. B. (2011) · Princeton University Press eBooks · doi:10.23943/princeton/9780691136868.001.0001 · Cited by 1,840 · see citing works

Ecological niches and geographic distributions

Araújo, M. B. (2012) · Choice Reviews Online · doi:10.5860/choice.49-6266 · Cited by 1,376 · see citing works

Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models

Elith, J., & Graham, C. H. (2009) · Ecography · doi:10.1111/j.1600-0587.2008.05505.x · Cited by 1,093 · see citing works

Uses and misuses of bioclimatic envelope modeling

Araújo, M. B., & Peterson, A. T. (2012) · Ecology · doi:10.1890/11-1930.1 · Cited by 1,088 · see citing works

Threshold criteria for conversion of probability of species presence to either–or presence–absence

Jiménez‐Valverde, A., & Lobo, J. M. (2007) · Acta Oecologica · doi:10.1016/j.actao.2007.02.001 · Cited by 895 · see citing works

Distorted Views of Biodiversity: Spatial and Temporal Bias in Species Occurrence Data

Boakes, E. H., McGowan, P. J. K., Fuller, R. A., Chang-qing, D., Clark, N. E., O'Connor, K., & Mace, G. M. (2010) · PLoS Biology · doi:10.1371/journal.pbio.1000385 · Cited by 824 · see citing works

Spatial Variation in Abundance

Brown, J. H., Mehlman, D. W., & Stevens, G. C. (1995) · Ecology · doi:10.2307/1941678 · Cited by 752 · see citing works

The uncertain nature of absences and their importance in species distribution modelling

Lobo, J. M., Jiménez‐Valverde, A., & Hortal, J. (2010) · Ecography · doi:10.1111/j.1600-0587.2009.06039.x · Cited by 656 · see citing works

Error and uncertainty in habitat models

Barry, S., & Elith, J. (2006) · Journal of Applied Ecology · doi:10.1111/j.1365-2664.2006.01136.x · Cited by 654 · see citing works

Cross‐validation of species distribution models: removing spatial sorting bias and calibration with a null model

Hijmans, R. J. (2012) · Ecology · doi:10.1890/11-0826.1 · Cited by 639 · see citing works

Species-specific tuning increases robustness to sampling bias in models of species distributions: An implementation with Maxent

Anderson, R. P., & Gonzalez, I. (2011) · Ecological Modelling · doi:10.1016/j.ecolmodel.2011.04.011 · Cited by 596 · see citing works

The effect of the extent of the study region on GIS models of species geographic distributions and estimates of niche evolution: preliminary tests with montane rodents (genus Nephelomys ) in Venezuela

Anderson, R. P., & Raza, A. (2010) · Journal of Biogeography · doi:10.1111/j.1365-2699.2010.02290.x · Cited by 566 · see citing works

A comparative evaluation of presence‐only methods for modelling species distribution

Tsoar, A., Allouche, O., Steinitz, O., Rotem, D., & Kadmon, R. (2007) · Diversity and Distributions · doi:10.1111/j.1472-4642.2007.00346.x · Cited by 538 · see citing works

Assessing habitat-suitability models with a virtual species

Hirzel, A. H., Helfer, V., & Metral, F. (2001) · Ecological Modelling · doi:10.1016/s0304-3800(01)00396-9 · Cited by 524 · see citing works

Applications and limitations of museum data for conservation and ecology, with particular attention to species distribution models

Newbold, T. (2010) · Progress in Physical Geography Earth and Environment · doi:10.1177/0309133309355630 · Cited by 404 · see citing works

Historical bias in biodiversity inventories affects the observed environmental niche of the species

Hortal, J., Jiménez‐Valverde, A., Gómez, J. F., Lobo, J. M., & Baselga, A. (2008) · Oikos · doi:10.1111/j.0030-1299.2008.16434.x · Cited by 389 · see citing works

A SYSTEMATIC ANALYSIS OF FACTORS AFFECTING THE PERFORMANCE OF CLIMATIC ENVELOPE MODELS

Kadmon, R., Farber, O., & Danin, A. (2003) · Ecological Applications · doi:10.1890/1051-0761(2003)013[0853:asaofa]2.0.co;2 · Cited by 311 · see citing works

Fauna habitat modelling and mapping: A review and case study in the Lower Hunter Central Coast region of NSW

Wintle, B. A., Elith, J., & Potts, J. (2005) · Austral Ecology · doi:10.1111/j.1442-9993.2005.01514.x · Cited by 306 · see citing works

Predicting species distributions from herbarium collections: does climate bias in collection sampling influence model outcomes?

Loiselle, B. A., Jørgensen, P. M., Consiglio, T., et al. (2007) · Journal of Biogeography · doi:10.1111/j.1365-2699.2007.01779.x · Cited by 306 · see citing works

Limitations of Biodiversity Databases: Case Study on Seed‐Plant Diversity in Tenerife, Canary Islands

Hortal, J., Lobo, J. M., & Jiménez‐Valverde, A. (2007) · Conservation Biology · doi:10.1111/j.1523-1739.2007.00686.x · Cited by 301 · see citing works

Choice of threshold alters projections of species range shifts under climate change

Nenzén, H. K., & Araújo, M. B. (2011) · Ecological Modelling · doi:10.1016/j.ecolmodel.2011.07.011 · Cited by 244 · see citing works

Evaluation of statistical models used for predicting plant species distributions: Role of artificial data and theory

Austin, M. P., Belbin, L., Meyers, J. A., et al. (2006) · Ecological Modelling · doi:10.1016/j.ecolmodel.2006.05.023 · Cited by 211 · see citing works

Using species distribution models in paleobiogeography: A matter of data, predictors and concepts

Varela, S., Lobo, J. M., & Hortal, J. (2011) · Palaeogeography Palaeoclimatology Palaeoecology · doi:10.1016/j.palaeo.2011.07.021 · Cited by 200 · see citing works

Harnessing the world's biodiversity data: promise and peril in ecological niche modeling of species distributions

Anderson, R. P. (2012) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2011.06440.x · Cited by 195 · see citing works

Sampling in ecology and evolution – bridging the gap between theory and practice

Albert, C. H., Yoccoz, N. G., Edwards, T. C., Graham, C. H., Zimmermann, N. E., & Thuiller, W. (2010) · Ecography · doi:10.1111/j.1600-0587.2010.06421.x · Cited by 194 · see citing works

Troubling Trends in Scientific Software Use

Joppa, L., McInerny, G., Harper, R. H. R., Salido, L., Takeda, K., O'Hara, K. P., Gavaghan, D. J., & Emmott, S. (2013) · Science · doi:10.1126/science.1231535 · Cited by 189 · see citing works

Exploring the effects of quantity and location of pseudo-absences and sampling biases on the performance of distribution models with limited point occurrence data

Lobo, J. M., & Tognelli, M. F. (2010) · Journal for Nature Conservation · doi:10.1016/j.jnc.2010.03.002 · Cited by 186 · see citing works

Towards a collaborative, global infrastructure for biodiversity assessment

Guralnick, R., Hill, A. W., & Lane, M. A. (2007) · Ecology Letters · doi:10.1111/j.1461-0248.2007.01063.x · Cited by 163 · see citing works

Predicting Invasions of North American Basses in Japan Using Native Range Data and a Genetic Algorithm

Iguchi, K., Matsuura, K., McNyset, K. M., et al. (2004) · Transactions of the American Fisheries Society · doi:10.1577/t03-172.1 · Cited by 109 · see citing works

An evaluation of environmental factors affecting species distributions

Ashcroft, M. B., French, K., & Chisholm, L. (2010) · Ecological Modelling · doi:10.1016/j.ecolmodel.2010.10.003 · Cited by 99 · see citing works

Using virtual species to study species distributions and model performance

Meynard, C. N., & Kaplan, D. M. (2012) · Journal of Biogeography · doi:10.1111/jbi.12006 · Cited by 83 · see citing works

Predicting the Fate of Biodiversity Using Species’ Distribution Models: Enhancing Model Comparability and Repeatability

Rodríguez‐Castañeda, G., Hof, A. R., Jansson, R., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0044402 · Cited by 77 · see citing works

Historical and present distribution of coyote (Canis latrans) in Mexico and Central America

Hidalgo‐Mihart, M. G., Cantú‐Salazar, L., González‐Romero, A., et al. (2004) · Journal of Biogeography · doi:10.1111/j.1365-2699.2004.01163.x · Cited by 76 · see citing works

Species Distribution Models Do Not Account for Abundance: The Case of Arthropods on Terceira Island

Jiménez‐Valverde, A., Diniz, F., de Azevedo, E. B., & Borges, P. A. V. (2009) · Annales Zoologici Fennici · doi:10.5735/086.046.0606 · Cited by 73 · see citing works

Is current climatic equilibrium a guarantee for the transferability of distribution model predictions? A case study of the spotted hyena

Varela, S., Rodrı́guez, J., & Lobo, J. M. (2009) · Journal of Biogeography · doi:10.1111/j.1365-2699.2009.02125.x · Cited by 72 · see citing works

Assessment of climate change in Europe from an ensemble of regional climate models by the use of Köppen–Trewartha classification

Gallardo, C., Gil, V., Hagel, E., et al. (2012) · International Journal of Climatology · doi:10.1002/joc.3580 · Cited by 58 · see citing works

A checklist for maximizing reproducibility of ecological niche models

Feng, X., Park, D. S., Walker, C., Peterson, A. T., Merow, C., & Papeş, M. (2019) · Nature Ecology &amp; Evolution · doi:10.1038/s41559-019-0972-5 · Cited by 323 · see citing works

Environmental filtering improves ecological niche models across multiple scales

Castellanos, A. A., Huntley, J. W., Voelker, G., & Lawing, A. M. (2019) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.13142 · Cited by 118 · see citing works

megaSDM: Integrating dispersal and time-step analyses into species distribution models

Shipley, B. R., Bach, R., Do, Y., Strathearn, H., McGuire, J. L., & Dilkina, B. (2022) · Ecography · doi:10.1111/ecog.05450 · Cited by 80 · see citing works

European Cephalopods distribution under climate-change scenarios

Schickele, A., Francour, P., & Raybaud, V. (2021) · Scientific Reports · doi:10.1038/s41598-021-83457-w · Cited by 40 · see citing works

Projecting future climate change impacts on the distribution of the ‘Octopus vulgaris species complex’

Borges, F. O., Guerreiro, M., Santos, C. P., Paula, J. R., & Rosa, R. (2022) · Frontiers in Marine Science · doi:10.3389/fmars.2022.1018766 · Cited by 28 · see citing works

Niche shift in four non‐native estrildid finches and implications for species distribution models

Stiels, D., Gaißer, B., Schidelko, K., Engler, J. O., & Rödder, D. (2014) · Ibis · doi:10.1111/ibi.12194 · Cited by 33 · see citing works

Ecological Niche Transferability Using Invasive Species as a Case Study

Fernández, M., & Hamilton, H. H. (2015) · PLoS ONE · doi:10.1371/journal.pone.0119891 · Cited by 80 · see citing works

The effect of spatially marginal localities in modelling species niches and distributions

Soley‐Guardia, M., Radosavljević, A., Rivera, J. L., & Anderson, R. P. (2014) · Journal of Biogeography · doi:10.1111/jbi.12297 · Cited by 41 · see citing works

Improving species distribution models of zoonotic marine parasites

Alt, K. G., Kochmann, J., Klimpel, S., et al. (2019) · Scientific Reports · doi:10.1038/s41598-019-46127-6 · Cited by 10 · see citing works

Predicting fundamental climate niches of forest trees based on species occurrence data

Zhao, Y., O’Neill, G. A., & Wang, T. (2023) · Ecological Indicators · doi:10.1016/j.ecolind.2023.110072 · Cited by 20 · see citing works