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Large scale wildlife monitoring studies: statistical methods for design and analysis

https://doi.org/10.1002/env.514
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4757-2917-7openalex-snapshot
Model Selection and Inference
inferredcites →https://doi.org/10.1007/978-94-011-1572-8openalex-snapshot
Distance Sampling
inferredcites →https://doi.org/10.1007/978-94-011-2868-1_9openalex-snapshot
Change-In-Ratio Methods for Estimating Population Size
inferredcites →https://doi.org/10.1007/bf00539369openalex-snapshot
A combination line transect and capture-recapture sampling model for multiple observers in aerial surveys
inferredcites →https://doi.org/10.1023/a:1009673403664openalex-snapshot
Estimating the number of active and successful bald eagle nests:an application of the dual frame method
inferredcites →https://doi.org/10.1046/j.1523-1739.1998.97331.xopenalex-snapshot
Inference Methods for Spatial Variation in Species Richness and Community Composition When Not All Species Are Detected
inferredcites →https://doi.org/10.1080/00063659909477239openalex-snapshot
Program MARK: survival estimation from populations of marked animals
inferredcites →https://doi.org/10.1080/01621459.1991.10475022openalex-snapshot
Review Papers: Modeling Capture, Recapture, and Removal Statistics for Estimation of Demographic Parameters for Fish and Wildlife Populations: Past, Present, and Future
inferredcites →https://doi.org/10.1080/01621459.2000.10473926openalex-snapshot
Capture-Recapture Models
inferredcites →https://doi.org/10.1080/02664769524720openalex-snapshot
Productivity indices and survival rate estimates from MAPS, a continent-wide programme of constant-effort mist-netting in North America
inferredcites →https://doi.org/10.1080/02664769524739openalex-snapshot
Suggestions for future directions for studies of marked migratory landbirds from the perspective of a practitioner in population management and conservation
inferredcites →https://doi.org/10.1093/biomet/52.1-2.225openalex-snapshot
Explicit Estimates from Capture-Recapture Data with Both Death and Immigration-Stochastic Model
inferredcites →https://doi.org/10.1093/biomet/52.1-2.249openalex-snapshot
A Note on the Multiple-Recapture Census
inferredcites →https://doi.org/10.1093/biomet/65.3.625openalex-snapshot
Estimation of the Size of a Closed Population when Capture Probabilities vary Among Animals
inferredcites →https://doi.org/10.1093/biomet/76.1.133openalex-snapshot
On the Statistical Analysis of Capture Experiments
inferredcites →https://doi.org/10.1111/j.0006-341x.2000.00001.xopenalex-snapshot
Wildlife Population Assessment: Past Developments and Future Directions
inferredcites →https://doi.org/10.1111/j.0006-341x.2000.00434.xopenalex-snapshot
Unified Maximum Likelihood Estimates for Closed Capture–Recapture Models Using Mixtures
inferredcites →https://doi.org/10.1111/j.1474-919x.1991.tb07672.xopenalex-snapshot
Extensive monitoring programmes viewed as long‐term population studies: the case of North American waterfowl
inferredcites →https://doi.org/10.1139/cjfas-54-4-890openalex-snapshot
Catch-effort maximum likelihood estimation of important population parameters
inferredcites →https://doi.org/10.1146/annurev.es.26.110195.001141openalex-snapshot
MANAGING NORTH AMERICAN WATERFOWL IN THE FACE OF UNCERTAINTY
inferredcites →https://doi.org/10.1642/0004-8038(2000)117[0393:adoafe]2.0.co;2openalex-snapshot
A DOUBLE-OBSERVER APPROACH FOR ESTIMATING DETECTION PROBABILITY AND ABUNDANCE FROM POINT COUNTS
inferredcites →https://doi.org/10.1890/0012-9658(1997)078[0563:eteucr]2.0.co;2openalex-snapshot
ESTIMATING TEMPORARY EMIGRATION USING CAPTURE–RECAPTURE DATA WITH POLLOCK’S ROBUST DESIGN
inferredcites →https://doi.org/10.1890/0012-9658(1998)079[1018:esrtio]2.0.co;2openalex-snapshot
ESTIMATING SPECIES RICHNESS: THE IMPORTANCE OF HETEROGENEITY IN SPECIES DETECTABILITY
inferredcites →https://doi.org/10.1890/1051-0761(1998)008[1213:erolse]2.0.co;2openalex-snapshot
ESTIMATING RATES OF LOCAL SPECIES EXTINCTION, COLONIZATION, AND TURNOVER IN ANIMAL COMMUNITIES
inferredcites →https://doi.org/10.2307/2289733openalex-snapshot
Modeling Capture, Recapture, and Removal Statistics for Estimation of Demographic Parameters for Fish and Wildlife Populations: Past, Present, and Future
inferredcites →https://doi.org/10.2307/2403770openalex-snapshot
Design and Analysis Methods for Fish Survival Experiments Based on Release-Recapture.
inferredcites →https://doi.org/10.2307/2531485openalex-snapshot
Log-Linear Models for Capture-Recapture
inferredcites →https://doi.org/10.2307/2532083openalex-snapshot
Logistic Regression in Capture-Recapture Models
inferredcites →https://doi.org/10.2307/2532321openalex-snapshot
Statistical Inference for Capture-Recapture Experiments.
inferredcites →https://doi.org/10.2307/2532902openalex-snapshot
Nonparametric MLE under Two Closed Capture-Recapture Models with Heterogeneity
inferredcites →https://doi.org/10.2307/2532908openalex-snapshot
Utilization of Capture-Mark-Recapture for the Study of Recruitment and Population Growth Rate
inferredcites →https://doi.org/10.2307/2533048openalex-snapshot
A General Methodology for the Analysis of Capture-Recapture Experiments in Open Populations
inferredcites →https://doi.org/10.2307/2533199openalex-snapshot
Estimating Population Size Via Sample Coverage for Closed Capture-Recapture Models
inferredcites →https://doi.org/10.2307/2533335openalex-snapshot
A Likelihood-Based Approach to Capture-Recapture Estimation of Demographic Parameters under the Robust Design
inferredcites →https://doi.org/10.2307/2533651openalex-snapshot
Mark-Recapture Models for Line Transect Surveys
inferredcites →https://doi.org/10.2307/2669574openalex-snapshot
Model Selection and Inference: A Practical Information-Theoretic Approach
inferredcites →https://doi.org/10.2307/2937171openalex-snapshot
Modeling Survival and Testing Biological Hypotheses Using Marked Animals: A Unified Approach with Case Studies
inferredcites →https://doi.org/10.2307/3397openalex-snapshot
The Estimation of Animal Abundance and Related Parameters
inferredcites →https://doi.org/10.2307/3808568openalex-snapshot
A Capture-Recapture Design Robust to Unequal Probability of Capture

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1002/ece3.72315openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/ecs2.2872openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/ecs2.3350openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/ecy.70491openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/env.2240openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/env.2654openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.1027openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.1050openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.15openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.21285openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.21466openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.21663openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.21691openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.21761openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.21869openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.22488openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.22571openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/jwmg.22733openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/wsb.1579openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/wsb.189openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/wsb.283openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/wsb.496openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/wsb.715openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/wsb.800openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-0-387-78151-8_10openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-0-387-78151-8_9openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-1-4899-8041-0_6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-642-54751-5openalex-snapshot
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Introduction
inferred← citeshttps://doi.org/10.1007/978-4-431-99495-4_11openalex-snapshot
Inference for Occupancy and Occupancy Dynamics
inferred← citeshttps://doi.org/10.1007/978-4-431-99495-4_12openalex-snapshot
Species Richness and Community Dynamics: A Conceptual Framework
inferred← citeshttps://doi.org/10.1007/978-4-431-99495-4_6openalex-snapshot
Abundance, Density and Relative Abundance: A Conceptual Framework
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Introduction: The Conservation Issue
inferred← citeshttps://doi.org/10.1007/978-981-15-6934-0_2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10344-004-0075-7openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10344-007-0156-5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10344-010-0388-7openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10344-011-0587-xopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10344-011-0599-6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10344-014-0898-9openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10344-017-1076-7openalex-snapshot
Road effects on demographic traits of small mammal populations
inferred← citeshttps://doi.org/10.1007/s10344-021-01485-3openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10344-021-01528-9openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10344-022-01634-2openalex-snapshot
From species detection to population size indexing: the use of sign surveys for monitoring a rare and otherwise elusive small mammal
inferred← citeshttps://doi.org/10.1007/s10344-023-01720-zopenalex-snapshot
Population status and distribution of endangered Asiatic lions in Gujarat, India
inferred← citeshttps://doi.org/10.1007/s10344-024-01883-3openalex-snapshot
Direct counts could underestimate the size of mountain ungulate populations
inferred← citeshttps://doi.org/10.1007/s10530-024-03353-yopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10531-008-9491-4openalex-snapshot
Butterfly monitoring in Europe: methods, applications and perspectives
inferred← citeshttps://doi.org/10.1007/s10531-012-0344-9openalex-snapshot
Safety in numbers? Supplanting data quality with fanciful models in wildlife monitoring and conservation
inferred← citeshttps://doi.org/10.1007/s10531-012-0355-6openalex-snapshot
Critical evaluation of a long-term, locally-based wildlife monitoring program in West Africa
inferred← citeshttps://doi.org/10.1007/s10531-012-0417-9openalex-snapshot
Evidence-based assessment of butterfly habitat restoration to enhance management practices
inferred← citeshttps://doi.org/10.1007/s10531-014-0733-3openalex-snapshot
Evaluation of three field monitoring-density estimation protocols and their relevance to Komodo dragon conservation
inferred← citeshttps://doi.org/10.1007/s10531-016-1111-0openalex-snapshot
Ecological integrity assessment as a metric of biodiversity: are we measuring what we say we are?
inferred← citeshttps://doi.org/10.1007/s10531-024-02919-5openalex-snapshot
Developing a range-wide sampling framework for endangered species: a case study with light-footed Ridgway’s rail
inferred← citeshttps://doi.org/10.1007/s10531-025-03061-6openalex-snapshot
How to better count elusive birds? Comparing non-invasive monitoring methods to estimate population size of the threatened Pin-tailed sandgrouse (Pterocles alchata)
inferred← citeshttps://doi.org/10.1007/s10592-017-0954-6openalex-snapshot
The application of non-invasive genetic tagging reveals new insights into the clay lick use by macaws in the Peruvian Amazon
inferred← citeshttps://doi.org/10.1007/s10661-005-9119-zopenalex-snapshot
Monitoring of Biodiversity Indicators in Boreal Forests: a Need for Improved Focus
inferred← citeshttps://doi.org/10.1007/s10661-021-08917-2openalex-snapshot
Evaluating a herpetofaunal monitoring program in the Rolling Plains of Texas
inferred← citeshttps://doi.org/10.1007/s10661-024-12944-0openalex-snapshot
Lessons learned during a 12-year monitoring project with the endangered Magdalena River turtle (Podocnemis lewyana): hunting pressure, habitat degradation, and methodological considerations
inferred← citeshttps://doi.org/10.1007/s10661-025-14891-wopenalex-snapshot
Understanding the efficacy and efficiency of thermal infrared UAV for wildlife monitoring
inferred← citeshttps://doi.org/10.1007/s10682-011-9500-zopenalex-snapshot
Can natural selection maintain long-distance dispersal? Insight from a stream salamander system
inferred← citeshttps://doi.org/10.1007/s10764-013-9688-6openalex-snapshot
Conservation Assessments of Arboreal Mammals in Difficult Terrain: Occupancy Modeling of Pileated Gibbons (Hylobates pileatus)
inferred← citeshttps://doi.org/10.1007/s10841-010-9375-2openalex-snapshot
Monitoring the mission blue butterfly using immature stages
inferred← citeshttps://doi.org/10.1007/s10841-017-9965-3openalex-snapshot
Effects of trap baits and height on stag beetle and flower chafer monitoring: ecological and conservation implications
inferred← citeshttps://doi.org/10.1007/s11042-020-08775-zopenalex-snapshot
Efficient data transfer in clustered IoT network with cooperative member nodes
inferred← citeshttps://doi.org/10.1007/s11252-007-0032-9openalex-snapshot
Distance sampling as an effective method for monitoring feral pigeon (Columba livia f. domestica) urban populations
inferred← citeshttps://doi.org/10.1007/s11355-019-00400-yopenalex-snapshot
Novel method for detection probability and estimating population size of mountain frog, Rana macrocnemis (Boulenger, 1885) at the end of its distribution range
inferred← citeshttps://doi.org/10.1007/s11356-013-2118-7openalex-snapshot
The short-term effects of a routine poisoning campaign on the movements and detectability of a social top-predator
inferred← citeshttps://doi.org/10.1007/s12210-015-0439-9openalex-snapshot
Monitoring populations of a guild of ungulates: implications for the conservation of a relict Mediterranean forest
inferred← citeshttps://doi.org/10.1007/s12595-015-0143-xopenalex-snapshot
Estimating Mammalian Abundance Using Camera Traps in the Tropical Forest of Similipal Tiger Reserve, Odisha, India
inferred← citeshttps://doi.org/10.1007/s13364-017-0319-zopenalex-snapshot
Efficacy of N-mixture models for surveying and monitoring white-tailed deer populations
inferred← citeshttps://doi.org/10.1007/s13364-026-00894-6openalex-snapshot
Improving inferences from coyote (Canis latrans) surveys across Illinois using integrated state-space models
inferred← citeshttps://doi.org/10.1007/s42974-024-00219-0openalex-snapshot
Heterogeneous habitat supports cryptic diversity of the terrestrial mammalian community in a protected forest of Bangladesh
inferred← citeshttps://doi.org/10.1007/s42991-023-00378-zopenalex-snapshot
Do dholes segregate themselves from their sympatrids? Habitat use and carnivore co-existence in the tropical forest
inferred← citeshttps://doi.org/10.1016/b978-0-12-373631-4.00004-6openalex-snapshot
Geographic Approaches to Biodiversity Conservation
inferred← citeshttps://doi.org/10.1016/b978-0-12-407197-1.00003-xopenalex-snapshot
Occupancy Applications
inferred← citeshttps://doi.org/10.1016/b978-0-12-407197-1.00030-2openalex-snapshot
Bibliography
inferred← citeshttps://doi.org/10.1016/b978-0-12-801378-6.16001-1openalex-snapshot
References
inferred← citeshttps://doi.org/10.1016/b978-0-12-803384-5.00018-xopenalex-snapshot
References
inferred← citeshttps://doi.org/10.1016/b978-0-443-18805-3.00006-9openalex-snapshot
Monitoring sea otter population recovery from the maritime fur trade
inferred← citeshttps://doi.org/10.1016/b978-012754406-9/50035-3openalex-snapshot
References
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Monitoring distributions using call surveys: estimating site occupancy, detection probabilities and inferring absence
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Comparison of breeding bird and vegetation communities in primary and secondary forests of Great Smoky Mountains National Park
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Quantifying off-highway vehicle impacts on density and survival of a threatened dune-endemic plant
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Habitat selection by the common wombat (Vombatus ursinus) in disturbed environments: Implications for the conservation of a ‘common’ species
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Long-term effects of experimental forest harvesting on abundance and reproductive demography of terrestrial salamanders
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Long-term monitoring of tropical bats for anthropogenic impact assessment: Gauging the statistical power to detect population change
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As clear as mud: A critical review of evidence for the ecological roles of Australian dingoes
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Risky business or simple solution – Relative abundance indices from camera-trapping
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Accounting for incomplete detection: What are we estimating and how might it affect long-term passerine monitoring programs?
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Reliable monitoring of elephant populations in the forests of India: Analytical and practical considerations
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Diver towed GPS to estimate densities of a critically endangered fish
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The return of giant otter to the Baniwa Landscape: A multi-scale approach to species recovery in the middle Içana River, Northwest Amazonia, Brazil
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Multi-scale considerations for grassland butterfly conservation in agroecosystems
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Benefits and limits of comparative effectiveness studies in evidence-based conservation
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Rapid and varied responses of songbirds to climate change in California coniferous forests
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Observers are a key source of detection heterogeneity and biased occupancy estimates in species monitoring
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Enhancing demographic diversity of scientist-community collaborations improves wildlife monitoring in Madagascar
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Contrasting vital rate contributions across interconnected populations of a highly vagile avian scavenger: A multisite modelling approach
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Shadow under the lamp: Evidence-based assessments reveal local extirpation risk of large Indian civets (Viverra zibetha) concealed by intensive activity in human-dominated landscapes
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On using stratified two-stage sampling for large-scale multispecies surveys
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Post-white-nose syndrome passive acoustic sampling effort for determining bat species occupancy within the mid-Atlantic region
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Hierarchical models improve the use of alligator abundance as an indicator
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Comparing relative abundance models from different indices, a study case on the red fox
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Latrine counts to estimate wild rabbit (Oryctolagus cuniculus) density as a tool for biodiversity conservation and management
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Selecting a distributional assumption for modelling relative densities of benthic macroinvertebrates
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Using simulation to explore the functional relationships of terrestrial carnivore population indices
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2013.12.004openalex-snapshot
Bayesian estimation of abundance based on removal sampling under weak assumption of closed population with catchability depending on environmental conditions. Application to tick abundance
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2017.02.007openalex-snapshot
Quantifying the bias in density estimated from distance sampling and camera trapping of unmarked individuals
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2025.111235openalex-snapshot
Assessing sampling error associated with animal movements and distributions across drone monitoring strategies
inferred← citeshttps://doi.org/10.1016/j.fishres.2007.11.005openalex-snapshot
Stock structure and seasonal distribution patterns of American lobster, Homarus americanus, inferred through movement analyses
inferred← citeshttps://doi.org/10.1016/j.fishres.2022.106362openalex-snapshot
Mesoscale assessment of sedentary coastal fish density using vertical underwater cameras
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Study design concepts for inferring functional roles of mammalian top predators
inferred← citeshttps://doi.org/10.1016/j.foreco.2007.07.015openalex-snapshot
Adaptive roadside sampling for bark beetle damage assessment
inferred← citeshttps://doi.org/10.1016/j.foreco.2012.08.039openalex-snapshot
Empirical and simulation evaluations of an abundance estimator using unmarked individuals of cryptic forest-dwelling taxa
inferred← citeshttps://doi.org/10.1016/j.foreco.2018.10.022openalex-snapshot
Assessing habitat quality when forest attributes have opposing effects on abundance and detectability: A case study on Darwin’s frogs
inferred← citeshttps://doi.org/10.1016/j.gecco.2019.e00612openalex-snapshot
All the eggs in one basket: A countrywide assessment of current and historical giraffe population distribution in Uganda
inferred← citeshttps://doi.org/10.1016/j.gecco.2020.e01402openalex-snapshot
Insight into occupancy determinants and conflict dynamics of grey wolf (Canis lupus) in the dry temperate zone of Hindukush Range
inferred← citeshttps://doi.org/10.1016/j.jaridenv.2015.03.013openalex-snapshot
Sampling animal sign in heterogeneous environments: How much is enough?
inferred← citeshttps://doi.org/10.1016/j.jaridenv.2017.01.009openalex-snapshot
A pilot study to survey the carnivore community in the hyper-arid environment of South Sinai mountains
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Estimating bird densities in montane deserts: A methodological comparison in South Sinai, Egypt
inferred← citeshttps://doi.org/10.1016/j.jglr.2026.102924openalex-snapshot
Bayesian hierarchical model of lake whitefish cohort strength from sparse trawl data
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On the analysis of monitoring data: Testing for no trend in population size
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Spatially explicit approach to estimation of total population abundance in field surveys
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An evaluation of field techniques for monitoring terrestrial mammal populations in Amazonia
inferred← citeshttps://doi.org/10.1016/j.mambio.2014.11.002openalex-snapshot
Methodological challenges in monitoring bat population- and assemblage-level changes for anthropogenic impact assessment
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