{"help":"Return the metadata of a dataset (package) and its resources. :param id: the id or name of the dataset :type id: string","success":true,"result":[{"id":"72cb3923-36ae-4ced-914d-ea8a2edcaca2","name":"data-improving-inferences-about-private-land-conservation-accounting-incomplete-reporting","title":"Data from: Improving inferences about private land conservation by accounting for incomplete reporting","author":"Matt Williamson","author_email":"mattwilliamson@boisestate.edu","maintainer":"RCDS Data Repository","maintainer_email":"rcds-web@uidaho.edu","notes":"\u003Cp\u003EThis repository contains the code for the simulations and case study contained in Williamson et. al 2021 \u0022Improving inferences about private land conservation by accounting for incomplete reporting\u0022. Note that the shell scripts are HPC dependent and may require some adjustment to work with your local setup.\u003C\/p\u003E\n\u003Cp\u003EPrivate lands provide key habitat for imperiled species and are core components of function protectected area networks; yet, their incorporation into national and regional conservation planning has been challenging. Identifying locations where private landowners are likely to participate in conservation initiatives can help avoid conflict and clarify trade-offs between ecological benefits and sociopolitical costs. Empirical, spatially explicit assessment of the factors associated with conservation on private land is an emerging tool for identifying future conservation opportunities. However, most data on private land conservation are voluntarily reported and incomplete, which complicates these assessments. We used a novel application of occupancy models to analyze the occurrence of conservation easements on private land. We compared multiple formulations of occupancy models with a logistic regression model to predict the locations of conservation easements based on a spatially explicit social\u2013ecological systems framework. We combined a simulation experiment with a case study of easement data in Idaho and Montana (United States) to illustrate the utility of the occupancy framework for modeling conservation on private land. Occupancy models that explicitly accounted for variation in reporting produced estimates of predictors that were substantially less biased than estimates produced by logistic regression under all simulated conditions. Occupancy models produced estimates for the 6 predictors we evaluated in our case study that were larger in magnitude, but less certain than those produced by logistic regression. These results suggest that occupancy models result in qualitatively different inferences regarding the effects of predictors on conservation easement occurrence than logistic regression and highlight the importance of integrating variable and incomplete reporting of participation in empirical analysis of conservation initiatives. Failure to do so can lead to emphasizing the wrong social, institutional, and environmental factors that enable conservation and underestimating conservation opportunities in landscapes where social norms or institutional constraints inhibit reporting.\u003C\/p\u003E\n","url":"https:\/\/data.nkn.uidaho.edu\/dataset\/data-improving-inferences-about-private-land-conservation-accounting-incomplete-reporting","state":"Active","log_message":"Edited by awchild.","private":true,"revision_timestamp":"Wed, 08\/16\/2023 - 15:28","metadata_created":"Wed, 03\/09\/2022 - 13:31","metadata_modified":"Wed, 08\/16\/2023 - 15:28","creator_user_id":"6cc16f2c-77c2-4d12-ac06-56bbb86b535b","type":"Dataset","resources":[{"id":"b07841fe-12f0-4f9c-8da6-8be40debf963","revision_id":"","url":"https:\/\/doi.org\/10.5281\/zenodo.4571617","description":"","format":"html","state":"Active","revision_timestamp":"Wed, 08\/16\/2023 - 14:55","name":"Data Access via Zenodo | Data from: Improving inferences about private land conservation by accounting for incomplete reporting","mimetype":"html","size":"","created":"Wed, 03\/09\/2022 - 13:31","resource_group_id":"e696b239-9ecb-412e-b032-03a75b2b9fd6","last_modified":"Date changed Wed, 08\/16\/2023 - 14:55"}],"tags":[{"id":"4ff8f12f-597f-460d-98ea-6650f2124e30","vocabulary_id":"2","name":"environmental change"},{"id":"6755165a-3cef-4a3c-868a-95be5600e5be","vocabulary_id":"2","name":"social-ecological change"},{"id":"e0b85513-cac6-4c57-8242-7f968f95b7f9","vocabulary_id":"2","name":"social-ecological systems"},{"id":"b42c6ada-cbc7-436b-a017-b7743b6ece8a","vocabulary_id":"2","name":"spatial autocorrelation"},{"id":"9c629a5c-96e0-444f-a530-261402363d90","vocabulary_id":"2","name":"conservation easements"},{"id":"ff6af8e6-2ec4-404c-ac0d-78dfbb5c92b4","vocabulary_id":"2","name":"conservation planning"},{"id":"6784e81e-dff3-49e9-96ee-00fd4a0aec9b","vocabulary_id":"2","name":"nonresponse bias"},{"id":"bf0a0b71-c9e5-4563-85ca-36c2c69222bd","vocabulary_id":"2","name":"occupancy models"},{"id":"d65a11de-ea9a-4454-981e-a360744c8326","vocabulary_id":"2","name":"spatial modeling"}],"groups":[{"description":"\u003Cp\u003EThe primary objective of Idaho EPSCoR is to stimulate research in niche areas that can become fully competitive in the disciplinary and multidisciplinary research programs of the National Science Foundation and other relevant agencies. Idaho EPSCoR provides support for sustainable increases in Research and Development capacity and advances science and engineering capabilities within the state. \u003C\/p\u003E\n\u003Cp\u003EVisit them at \u003Ca href=\u0022https:\/\/www.idahoepscor.org\u0022\u003Ehttps:\/\/www.idahoepscor.org\u003C\/a\u003E\u003C\/p\u003E\n","id":"e696b239-9ecb-412e-b032-03a75b2b9fd6","image_display_url":"https:\/\/data.nkn.uidaho.edu\/sites\/default\/files\/Idaho_epscor_logo_no_white_background.png","title":"Idaho EPSCoR","name":"group\/idaho-epscor"},{"description":"\u003Cp\u003EGEM3 is an NSF EPSCoR research program seeking to understand how genetic diversity and phenotypic plasticity affect species response to environmental change, shaping both population response and adaptive capacity.\u003C\/p\u003E\n\u003Cp\u003EVisit them at: \u003Ca href=\u0022https:\/\/www.idahogem3.org\u0022\u003Ehttps:\/\/www.idahogem3.org\u003C\/a\u003E\u003C\/p\u003E\n","id":"1812a312-11a4-492d-960b-9a78b4abfe0c","image_display_url":"https:\/\/data.nkn.uidaho.edu\/sites\/default\/files\/GEM3_nov5_logo.png","title":"EPSCoR GEM3","name":"group\/epscor-gem3"}]}]} Error | RCDS Data Repository

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