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Data to assess silver and bighead carp pool to pool movements from 2012 through 2019 in the Illinois River, USA through Bayesian multistate transition models (ver. 2.0, June 2024)
The dataset and accompanying analysis scripts accompany the article "Bayesian multistate models allow incorporation of spatial dynamics to improve invasive species management". The data are summarized detections from acoustic telemetry receivers (69 KHz) from 353 silver carp (Hypophthalmichthys molitrix) and 170 bighead carp (H. nobilis) surgically implanted with transmitters in the Illinois River, USA. The analysis scripts assess probability of detection, probability of monthly movement between navigation pools on the river, probability of apparent survival, and probability of operable transmitter battery through a Bayesian multistate hidden Markov model.
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Data to assess silver and bighead carp pool to pool movements from 2012 through 2019 in the Illinois River, USA through Bayesian multistate transition models (ver. 2.0, June 2024)
공공데이터포털
The dataset and accompanying analysis scripts accompany the article "Bayesian multistate models allow incorporation of spatial dynamics to improve invasive species management". The data are summarized detections from acoustic telemetry receivers (69 KHz) from 353 silver carp (Hypophthalmichthys molitrix) and 170 bighead carp (H. nobilis) surgically implanted with transmitters in the Illinois River, USA. The analysis scripts assess probability of detection, probability of monthly movement between navigation pools on the river, probability of apparent survival, and probability of operable transmitter battery through a Bayesian multistate hidden Markov model.
Data for dam passage analysis of bigheaded carps in Pools 15-19 of the upper Mississippi River during 2014-2017
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Acoustic telemetry data (Vemco, Inc) were collected on invasive silver carp (Hypophthalmichthys molitrix), bighead carp (H. nobilis) and their hybrids in the upper Mississippi River (navigation pools 15-19) to determine movement patterns and preferred habitats during September 2013 through November 2017. We consolidated these data into intervals of fish within-pool residency and intervals of fish transitions into adjacent navigation pools (i.e., dam passages). The combined data set was then parsed into an "upstream passage" data set (in which downstream passage intervals were censored) and and a "downstream passage" data set (in which upstream passage intervals were censored). We then examined the effects of river hydrology and water temperature on dam passages by bigheaded carps using a complementary log-log model for continuous-time processes to estimate a Cox proportional hazards regression model (Allison 2010).
Data for dam passage analysis of bigheaded carps in Pools 15-19 of the upper Mississippi River during 2014-2017
공공데이터포털
Acoustic telemetry data (Vemco, Inc) were collected on invasive silver carp (Hypophthalmichthys molitrix), bighead carp (H. nobilis) and their hybrids in the upper Mississippi River (navigation pools 15-19) to determine movement patterns and preferred habitats during September 2013 through November 2017. We consolidated these data into intervals of fish within-pool residency and intervals of fish transitions into adjacent navigation pools (i.e., dam passages). The combined data set was then parsed into an "upstream passage" data set (in which downstream passage intervals were censored) and and a "downstream passage" data set (in which upstream passage intervals were censored). We then examined the effects of river hydrology and water temperature on dam passages by bigheaded carps using a complementary log-log model for continuous-time processes to estimate a Cox proportional hazards regression model (Allison 2010).
Bighead and silver carp individual fish data from the Mississippi, Ohio, and Illinois rivers from 1997 to 2018
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This is collection of multiple datasets for bighead and silver carp from the the Illinois, Ohio, and MIssissippi rivers. This data was collected by researchers, monitors, and managers between 1997 and 2018. Jahn Kallis created this dataset by combining these individual datasets.
Bighead and silver carp individual fish data from the Mississippi, Ohio, and Illinois rivers from 1997 to 2018
공공데이터포털
This is collection of multiple datasets for bighead and silver carp from the the Illinois, Ohio, and MIssissippi rivers. This data was collected by researchers, monitors, and managers between 1997 and 2018. Jahn Kallis created this dataset by combining these individual datasets.
Illinois River basin silver carp and bighead carp eDNA gradient study from 2015
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This data was collected by the US Fish and Wildlife Service to see if environmental DNA (eDNA) varied across pools and within pools in the Illinois River basin. The data was collected in 2015 from three different habitat types: shoreline, main channel, and bays. The resulting data were then analyzed using an occupancy model.
Illinois River basin silver carp and bighead carp eDNA gradient study from 2015
공공데이터포털
This data was collected by the US Fish and Wildlife Service to see if environmental DNA (eDNA) varied across pools and within pools in the Illinois River basin. The data was collected in 2015 from three different habitat types: shoreline, main channel, and bays. The resulting data were then analyzed using an occupancy model.
Evaluating upstream passage and timing of approach by adult bigheaded carps at a gated dam on the Illinois River:Data
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To evaluate how bigheaded carps move upstream through and around Starved Rock Lock and Dam (SRLD) on the Illinois River, their movements were monitored using acoustic telemetry. This dataset describes the results of this study and was used to compare the residency duration of upstream migrants downstream of SRLD between years, tailwater elevation, and water temperature, and how tailwater elevation and water temperature influenced their timing of arrival downstream of SRLD. Calculation of passage and residency are available in the thesis of Matthew Lubejko (Southern, Illinois University, 2016).
Evaluating upstream passage and timing of approach by adult bigheaded carps at a gated dam on the Illinois River:Data
공공데이터포털
To evaluate how bigheaded carps move upstream through and around Starved Rock Lock and Dam (SRLD) on the Illinois River, their movements were monitored using acoustic telemetry. This dataset describes the results of this study and was used to compare the residency duration of upstream migrants downstream of SRLD between years, tailwater elevation, and water temperature, and how tailwater elevation and water temperature influenced their timing of arrival downstream of SRLD. Calculation of passage and residency are available in the thesis of Matthew Lubejko (Southern, Illinois University, 2016).
Summary from posterior distributions of multistate movement model for silver carp in the upper Mississippi River from 2014 to 2021
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This data contains the mean and standard deviations for movement rates for silver carp in the upper Mississippi River 2014 and 2021. The data are summaries of the posterior distribution from a Bayesian multistate model described in Stanton et al. 2024 (https://doi.org/10.7717/peerj.17834).