Integrating auxiliary data in optimal spatial design for species distribution modelling

[1]  N. Koper,et al.  Research design considerations to ensure detection of all species in an avian community , 2016 .

[2]  M. Ghosh,et al.  Design Issues for Generalized Linear Models: A Review , 2006, math/0701088.

[3]  Klaus Hinkelmann,et al.  Design and Analysis of Experiments: Special Designs and Applications , 2012 .

[4]  Ephraim M. Hanks,et al.  Latent spatial models and sampling design for landscape genetics , 2016 .

[5]  D. Warton,et al.  Correction note: Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology , 2010, 1011.3319.

[6]  Mevin B. Hooten,et al.  Spatial occupancy models for large data sets , 2013 .

[7]  James T Thorson,et al.  Integrating count and detection-nondetection data to model population dynamics. , 2017, Ecology.

[8]  Krishna Pacifici,et al.  Integrating multiple data sources in species distribution modeling: a framework for data fusion. , 2017, Ecology.

[9]  Perry J. Williams,et al.  Monitoring dynamic spatio-temporal ecological processes optimally. , 2017, Ecology.

[10]  J. Andrew Royle,et al.  An algorithm for the construction of spatial coverage designs with implementation in SPLUS , 1998 .

[11]  Accounting for design in the analysis of spatial data , 2012 .

[12]  Darryl I. MacKenzie,et al.  Designing occupancy studies: general advice and allocating survey effort , 2005 .

[13]  Byron J. T. Morgan,et al.  Design of occupancy studies with imperfect detection , 2010 .

[14]  J. Andrew Royle,et al.  Exchange algorithms for constructing large spatial designs , 2002 .

[15]  Anthony N. Pettitt,et al.  A Review of Modern Computational Algorithms for Bayesian Optimal Design , 2016 .

[16]  Brian L. Sullivan,et al.  eBird: A citizen-based bird observation network in the biological sciences , 2009 .

[17]  Robert M. Dorazio,et al.  Accounting for imperfect detection and survey bias in statistical analysis of presence‐only data , 2014 .

[18]  Krishna Pacifici,et al.  Occupancy estimation for rare species using a spatially‐adaptive sampling design , 2016 .

[19]  Antony M. Overstall,et al.  Bayesian Design of Experiments Using Approximate Coordinate Exchange , 2017, Technometrics.

[20]  Byron J. T. Morgan,et al.  Two-Stage Bayesian Study Design for Species Occupancy Estimation , 2014 .

[21]  James T. Thorson,et al.  Confronting preferential sampling when analysing population distributions: diagnosis and model‐based triage , 2017 .

[22]  José J. Lahoz‐Monfort,et al.  Designing studies to detect differences in species occupancy: power analysis under imperfect detection , 2012 .

[23]  D. Dunson,et al.  Bayesian geostatistical modelling with informative sampling locations. , 2011, Biometrika.

[24]  J. Andrew Royle,et al.  Efficient statistical mapping of avian count data , 2005, Environmental and Ecological Statistics.

[25]  Darryl I MacKenzie,et al.  Sampling design trade-offs in occupancy studies with imperfect detection: examples and software. , 2007, Ecological applications : a publication of the Ecological Society of America.

[26]  J. Andrew Royle,et al.  Space: Time Dynamic Design of Environmental Monitoring Networks , 1999 .

[27]  Jay M. Ver Hoef,et al.  Practical considerations for experimental designs of spatially autocorrelated data using computer intensive methods , 2012 .

[28]  Jay M. Ver Hoef,et al.  Using spatiotemporal statistical models to estimate animal abundance and infer ecological dynamics from survey counts , 2015 .

[29]  William M. Block,et al.  Optimizing study design for multi‐species avian monitoring programmes , 2014 .

[30]  J. Nichols,et al.  Advances and applications of occupancy models , 2014 .

[31]  K. Chaloner,et al.  Bayesian Experimental Design: A Review , 1995 .

[32]  P. Diggle,et al.  Geostatistical inference under preferential sampling , 2010 .

[33]  J. Andrew Royle,et al.  Dynamic design of ecological monitoring networks for non‐Gaussian spatio‐temporal data , 2005 .

[34]  Jorge Mateu,et al.  Spatio-Temporal Design: Advances in Efficient Data Acquisition , 2012 .

[35]  R. Dorazio.  On the choice of statistical models for estimating occurrence and extinction from animal surveys. , 2007, Ecology.

[36]  F. Jiguet,et al.  Selecting pseudo‐absences for species distribution models: how, where and how many? , 2012 .

[37]  J. Andrew Royle,et al.  HIERARCHICAL SPATIAL MODELS OF ABUNDANCE AND OCCURRENCE FROM IMPERFECT SURVEY DATA , 2007 .

[38]  Roberto Benedetti,et al.  Optimal sampling designs for dependent spatial units , 1995 .