SlideShare ist ein Scribd-Unternehmen logo
1 von 1
Barbara Rowdon, Colleen Sullivan, Sam Johnston & Kevin Kumagai
HTI Hydroacoustic Technology, Inc. (206) 633-3383 kkumaga@HTIsonar.com
Acoustic tagging studies routinely provide information about fish presence and absence. This
detection information can be combined into a chronology of time-stamped tag detections to estimate
fish survival and fish passage rates, among others. Beyond this simple detection data, if tag
transmissions are uniformly spaced with a high level of precision , the detection time series can be
used to assess fish behavior and events.
Fish behaviors range from simple to complex and some of these behaviors can be interpreted from
acoustic tag detection time-series. From single receivers, simple movement toward or away can
determine directionality, observed cessation of tag movement can be interpreted as holding behavior,
or extended lack of movement as fish mortality or tag defecation following predation. Multiple receiver
arrays providing precise measures of two dimensional and three dimensional fish movement can
resolve patterns of detections that indicate active fish migration from more wandering movements
indicative of resident species or predators.
As more and larger fish populations are studied, more acoustically-tagged fish will interact, increasing
the opportunity for accurate interpretation of observed behaviors. Quantifiable behaviors include
predator avoidance, schooling/shoaling, predation, and tag defecation. Behavior can be further
interpreted when tag detection histories are observed and analyzed in relation to each other and not
as isolated tag detections.
If tag detections are uniformly spaced with a high level of precision, these detections can be used to
assess fish behavior. Single hydrophone detection data can indicate that a predation event has
occurred when a tag is shed (defecated) within the detection range. If multiple hydrophones are
deployed to provide fine-scale 2D or 3D fish track data, then sudden behavioral changes or
quantifiable patterns of swimming behavior can be used to infer predation events. High-resolution
fish track data provides valuable information that can aid in distinguishing migrating smolt behavior
and the behavior of predatory fish that have previously consumed a tagged smolt. The decision rules
used to interpret tagged fish behavioral characteristics should always be considered and developed
in context with concurrent environmental conditions.
Evaluating Fish Behavior Using Acoustic Telemetry
2013 IEP Annual Workshop
Lake Natoma Inn, Folsom, CA
April 24-26 2013
1
Figure 1. Raw detections from hydrophone. Pink track (on right above) indicates tag movement;
vertical scale isolates the returns from one tag code, horizontal scale is time (1 hour). Pink track
shows tag initially moving toward the hydrophone, the tag is closest to the hydrophone at the apex
and then away from the hydrophone. Cannot determine approach direction using just one
hydrophone.
Figure 5. Tag defecated within hydrophone array. Raw detection data from tag that suddenly stops
all movement within the hydrophone array. Each colored line represents data from one individual
hydrophone.
Figure 6. Track history (left)
and density plot (right) of one
predator fish to compare
daytime (top) and nighttime
distributions.
Figure 2. Tag holding position. Yellow track (on right above) indicates intervals of slight positional
change followed by an interval of no tag movement (indicated by horizontal track).
Downstream Migration
Figure 3. Combining raw detections from two hydrophones (in the geo-referenced graphic above, the
upstream hydrophone is indicated by the pink dot and the downstream hydrophone is indicated by the
yellow dot). Movement downstream is unequivocal based on the progression of pink to yellow tag
detections shown in time-series data above (right).
Tag Defecation
Figure 4. Combining raw detections from several hydrophones show time-series data that indicates
migration pathway.
Moving Towards & Away
Holding
Figure 1 shows a tagged fish detection time-series moving toward and then away from a single
hydrophone (hydrophone indicated by pink dot in geo-referenced figure on left).
Abstract
Migration Route
Diel Periodicity
Additional observed
behaviors include:
• Schooling/Shoaling
• Predation and Predator
Avoidance
How are these observations possible?
Data courtesy of California Department of Water Resources,
Washington Department of Transportation and US Fish and
Wildlife Service.

Weitere ähnliche Inhalte

Ähnlich wie Evaluating Fish Behavior Using Acoustic Telemetry

Predation Tag – An Effective Means of Determining if a Striper Ate a Salmon?
Predation Tag – An Effective Means of Determining if a Striper Ate a Salmon?Predation Tag – An Effective Means of Determining if a Striper Ate a Salmon?
Predation Tag – An Effective Means of Determining if a Striper Ate a Salmon?HTI Hydroacoustic Technology, Inc.
 
FAITH.WARREN.BIOASSESSMENTPAPER.4.21.14
FAITH.WARREN.BIOASSESSMENTPAPER.4.21.14FAITH.WARREN.BIOASSESSMENTPAPER.4.21.14
FAITH.WARREN.BIOASSESSMENTPAPER.4.21.14Faith Warren
 
Estimating and Classifying Spatial and Temporal Distributions of Flow Conditi...
Estimating and Classifying Spatial and Temporal Distributions of Flow Conditi...Estimating and Classifying Spatial and Temporal Distributions of Flow Conditi...
Estimating and Classifying Spatial and Temporal Distributions of Flow Conditi...Beniamino Murgante
 
Assesmnt of highly migratory stock
Assesmnt of highly migratory stockAssesmnt of highly migratory stock
Assesmnt of highly migratory stockOlik Jomang
 
Mobile sailing robot for automatic estimation of fish density and monitoring ...
Mobile sailing robot for automatic estimation of fish density and monitoring ...Mobile sailing robot for automatic estimation of fish density and monitoring ...
Mobile sailing robot for automatic estimation of fish density and monitoring ...Mateusz383
 
Mello_SMM 2011 Poster 9 (2)
Mello_SMM 2011 Poster 9 (2)Mello_SMM 2011 Poster 9 (2)
Mello_SMM 2011 Poster 9 (2)Megan Mello
 
Turtle Nest Predation Poster
Turtle Nest Predation PosterTurtle Nest Predation Poster
Turtle Nest Predation PosterShelby Does
 
LindseyHamilton_NocturnalSurfScoterDistributionPoster_2015
LindseyHamilton_NocturnalSurfScoterDistributionPoster_2015LindseyHamilton_NocturnalSurfScoterDistributionPoster_2015
LindseyHamilton_NocturnalSurfScoterDistributionPoster_2015Lindsey Hamilton
 
URSI_PH6_jemagnes_clalivisatos_mihulseyvincent
URSI_PH6_jemagnes_clalivisatos_mihulseyvincentURSI_PH6_jemagnes_clalivisatos_mihulseyvincent
URSI_PH6_jemagnes_clalivisatos_mihulseyvincentClara Alivisatos
 
Spatial Mapping: Diversity and Distribution of Demersal Fish in the Southern ...
Spatial Mapping: Diversity and Distribution of Demersal Fish in the Southern ...Spatial Mapping: Diversity and Distribution of Demersal Fish in the Southern ...
Spatial Mapping: Diversity and Distribution of Demersal Fish in the Southern ...robert peranginangin
 
Elephant Routes – Alert System for Villagers via Motion Tracking
Elephant Routes – Alert System for Villagers via Motion TrackingElephant Routes – Alert System for Villagers via Motion Tracking
Elephant Routes – Alert System for Villagers via Motion TrackingPrabash Madushanka
 
Evaluating Fish Passage in Noisy Environments Using Acoustic Telemetry
Evaluating Fish Passage in Noisy Environments Using Acoustic TelemetryEvaluating Fish Passage in Noisy Environments Using Acoustic Telemetry
Evaluating Fish Passage in Noisy Environments Using Acoustic TelemetryHTI Hydroacoustic Technology, Inc.
 
Potential_effects_of_a_major_hurricane_o
Potential_effects_of_a_major_hurricane_oPotential_effects_of_a_major_hurricane_o
Potential_effects_of_a_major_hurricane_oTim Hoffland
 
One Fish, Two Fish, Blue Crab, Pompano- An Analysis of Marine and Estuarine S...
One Fish, Two Fish, Blue Crab, Pompano- An Analysis of Marine and Estuarine S...One Fish, Two Fish, Blue Crab, Pompano- An Analysis of Marine and Estuarine S...
One Fish, Two Fish, Blue Crab, Pompano- An Analysis of Marine and Estuarine S...Cody Gramlin
 

Ähnlich wie Evaluating Fish Behavior Using Acoustic Telemetry (20)

Predation Tag – An Effective Means of Determining if a Striper Ate a Salmon?
Predation Tag – An Effective Means of Determining if a Striper Ate a Salmon?Predation Tag – An Effective Means of Determining if a Striper Ate a Salmon?
Predation Tag – An Effective Means of Determining if a Striper Ate a Salmon?
 
Acoustic Tagging Studies – Beyond Presence/Absence
Acoustic Tagging Studies – Beyond Presence/AbsenceAcoustic Tagging Studies – Beyond Presence/Absence
Acoustic Tagging Studies – Beyond Presence/Absence
 
FAITH.WARREN.BIOASSESSMENTPAPER.4.21.14
FAITH.WARREN.BIOASSESSMENTPAPER.4.21.14FAITH.WARREN.BIOASSESSMENTPAPER.4.21.14
FAITH.WARREN.BIOASSESSMENTPAPER.4.21.14
 
Estimating and Classifying Spatial and Temporal Distributions of Flow Conditi...
Estimating and Classifying Spatial and Temporal Distributions of Flow Conditi...Estimating and Classifying Spatial and Temporal Distributions of Flow Conditi...
Estimating and Classifying Spatial and Temporal Distributions of Flow Conditi...
 
Assesmnt of highly migratory stock
Assesmnt of highly migratory stockAssesmnt of highly migratory stock
Assesmnt of highly migratory stock
 
Mobile sailing robot for automatic estimation of fish density and monitoring ...
Mobile sailing robot for automatic estimation of fish density and monitoring ...Mobile sailing robot for automatic estimation of fish density and monitoring ...
Mobile sailing robot for automatic estimation of fish density and monitoring ...
 
Mello_SMM 2011 Poster 9 (2)
Mello_SMM 2011 Poster 9 (2)Mello_SMM 2011 Poster 9 (2)
Mello_SMM 2011 Poster 9 (2)
 
Poster Presentation
Poster PresentationPoster Presentation
Poster Presentation
 
Turtle Nest Predation Poster
Turtle Nest Predation PosterTurtle Nest Predation Poster
Turtle Nest Predation Poster
 
Assessing Fish Behavior Using Acoustic Telemetry Methods
Assessing Fish Behavior Using Acoustic Telemetry MethodsAssessing Fish Behavior Using Acoustic Telemetry Methods
Assessing Fish Behavior Using Acoustic Telemetry Methods
 
LindseyHamilton_NocturnalSurfScoterDistributionPoster_2015
LindseyHamilton_NocturnalSurfScoterDistributionPoster_2015LindseyHamilton_NocturnalSurfScoterDistributionPoster_2015
LindseyHamilton_NocturnalSurfScoterDistributionPoster_2015
 
URSI_PH6_jemagnes_clalivisatos_mihulseyvincent
URSI_PH6_jemagnes_clalivisatos_mihulseyvincentURSI_PH6_jemagnes_clalivisatos_mihulseyvincent
URSI_PH6_jemagnes_clalivisatos_mihulseyvincent
 
invertposter
invertposterinvertposter
invertposter
 
amalthea_tr_2015_02
amalthea_tr_2015_02amalthea_tr_2015_02
amalthea_tr_2015_02
 
Spatial Mapping: Diversity and Distribution of Demersal Fish in the Southern ...
Spatial Mapping: Diversity and Distribution of Demersal Fish in the Southern ...Spatial Mapping: Diversity and Distribution of Demersal Fish in the Southern ...
Spatial Mapping: Diversity and Distribution of Demersal Fish in the Southern ...
 
Elephant Routes – Alert System for Villagers via Motion Tracking
Elephant Routes – Alert System for Villagers via Motion TrackingElephant Routes – Alert System for Villagers via Motion Tracking
Elephant Routes – Alert System for Villagers via Motion Tracking
 
Evaluating Fish Passage in Noisy Environments Using Acoustic Telemetry
Evaluating Fish Passage in Noisy Environments Using Acoustic TelemetryEvaluating Fish Passage in Noisy Environments Using Acoustic Telemetry
Evaluating Fish Passage in Noisy Environments Using Acoustic Telemetry
 
Research Poster
Research PosterResearch Poster
Research Poster
 
Potential_effects_of_a_major_hurricane_o
Potential_effects_of_a_major_hurricane_oPotential_effects_of_a_major_hurricane_o
Potential_effects_of_a_major_hurricane_o
 
One Fish, Two Fish, Blue Crab, Pompano- An Analysis of Marine and Estuarine S...
One Fish, Two Fish, Blue Crab, Pompano- An Analysis of Marine and Estuarine S...One Fish, Two Fish, Blue Crab, Pompano- An Analysis of Marine and Estuarine S...
One Fish, Two Fish, Blue Crab, Pompano- An Analysis of Marine and Estuarine S...
 

Mehr von HTI Hydroacoustic Technology, Inc.

Efficacy of a New Acoustic Tag Designed to Indicate Occurrence of a Predatio...
Efficacy of a New Acoustic Tag Designed to Indicate Occurrence of  a Predatio...Efficacy of a New Acoustic Tag Designed to Indicate Occurrence of  a Predatio...
Efficacy of a New Acoustic Tag Designed to Indicate Occurrence of a Predatio...HTI Hydroacoustic Technology, Inc.
 
Predation and Gut Evacuation Rates as Measured by Acoustic Tags in the Trac...
Predation and Gut Evacuation Rates as Measured by Acoustic Tags in the Trac...Predation and Gut Evacuation Rates as Measured by Acoustic Tags in the Trac...
Predation and Gut Evacuation Rates as Measured by Acoustic Tags in the Trac...HTI Hydroacoustic Technology, Inc.
 
Chinook Salmon and Steelhead Loss Study, Tracy Fish Collection Facility 2013
Chinook Salmon and Steelhead Loss Study, Tracy Fish Collection Facility 2013 Chinook Salmon and Steelhead Loss Study, Tracy Fish Collection Facility 2013
Chinook Salmon and Steelhead Loss Study, Tracy Fish Collection Facility 2013 HTI Hydroacoustic Technology, Inc.
 
Steps Toward Evaluating Fish Predation in the Sacramento River Delta
Steps Toward Evaluating Fish Predation in the Sacramento River Delta Steps Toward Evaluating Fish Predation in the Sacramento River Delta
Steps Toward Evaluating Fish Predation in the Sacramento River Delta HTI Hydroacoustic Technology, Inc.
 
Monitoring the Three-Dimensional Movement of Multi-Species Fish Assemblages i...
Monitoring the Three-Dimensional Movement of Multi-Species Fish Assemblages i...Monitoring the Three-Dimensional Movement of Multi-Species Fish Assemblages i...
Monitoring the Three-Dimensional Movement of Multi-Species Fish Assemblages i...HTI Hydroacoustic Technology, Inc.
 
Understanding the FM Slide Chirp Advantages in Hydroacoustics for Fisheries A...
Understanding the FM Slide Chirp Advantages in Hydroacoustics for Fisheries A...Understanding the FM Slide Chirp Advantages in Hydroacoustics for Fisheries A...
Understanding the FM Slide Chirp Advantages in Hydroacoustics for Fisheries A...HTI Hydroacoustic Technology, Inc.
 

Mehr von HTI Hydroacoustic Technology, Inc. (9)

Efficacy of a New Acoustic Tag Designed to Indicate Occurrence of a Predatio...
Efficacy of a New Acoustic Tag Designed to Indicate Occurrence of  a Predatio...Efficacy of a New Acoustic Tag Designed to Indicate Occurrence of  a Predatio...
Efficacy of a New Acoustic Tag Designed to Indicate Occurrence of a Predatio...
 
Predation and Gut Evacuation Rates as Measured by Acoustic Tags in the Trac...
Predation and Gut Evacuation Rates as Measured by Acoustic Tags in the Trac...Predation and Gut Evacuation Rates as Measured by Acoustic Tags in the Trac...
Predation and Gut Evacuation Rates as Measured by Acoustic Tags in the Trac...
 
Chinook Salmon and Steelhead Loss Study, Tracy Fish Collection Facility 2013
Chinook Salmon and Steelhead Loss Study, Tracy Fish Collection Facility 2013 Chinook Salmon and Steelhead Loss Study, Tracy Fish Collection Facility 2013
Chinook Salmon and Steelhead Loss Study, Tracy Fish Collection Facility 2013
 
Acoustic Tag Results in Fisheries Research
Acoustic Tag Results in Fisheries ResearchAcoustic Tag Results in Fisheries Research
Acoustic Tag Results in Fisheries Research
 
What is Next in Advanced Fisheries Research Technology
What is Next in Advanced Fisheries Research TechnologyWhat is Next in Advanced Fisheries Research Technology
What is Next in Advanced Fisheries Research Technology
 
Steps Toward Evaluating Fish Predation in the Sacramento River Delta
Steps Toward Evaluating Fish Predation in the Sacramento River Delta Steps Toward Evaluating Fish Predation in the Sacramento River Delta
Steps Toward Evaluating Fish Predation in the Sacramento River Delta
 
Monitoring the Three-Dimensional Movement of Multi-Species Fish Assemblages i...
Monitoring the Three-Dimensional Movement of Multi-Species Fish Assemblages i...Monitoring the Three-Dimensional Movement of Multi-Species Fish Assemblages i...
Monitoring the Three-Dimensional Movement of Multi-Species Fish Assemblages i...
 
Understanding the FM Slide Chirp Advantages in Hydroacoustics for Fisheries A...
Understanding the FM Slide Chirp Advantages in Hydroacoustics for Fisheries A...Understanding the FM Slide Chirp Advantages in Hydroacoustics for Fisheries A...
Understanding the FM Slide Chirp Advantages in Hydroacoustics for Fisheries A...
 
HTI Acoustic Tags To Track Fish
HTI Acoustic Tags To Track FishHTI Acoustic Tags To Track Fish
HTI Acoustic Tags To Track Fish
 

Kürzlich hochgeladen

A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesBoston Institute of Analytics
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024SynarionITSolutions
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MIND CTI
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 

Kürzlich hochgeladen (20)

A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 

Evaluating Fish Behavior Using Acoustic Telemetry

  • 1. Barbara Rowdon, Colleen Sullivan, Sam Johnston & Kevin Kumagai HTI Hydroacoustic Technology, Inc. (206) 633-3383 kkumaga@HTIsonar.com Acoustic tagging studies routinely provide information about fish presence and absence. This detection information can be combined into a chronology of time-stamped tag detections to estimate fish survival and fish passage rates, among others. Beyond this simple detection data, if tag transmissions are uniformly spaced with a high level of precision , the detection time series can be used to assess fish behavior and events. Fish behaviors range from simple to complex and some of these behaviors can be interpreted from acoustic tag detection time-series. From single receivers, simple movement toward or away can determine directionality, observed cessation of tag movement can be interpreted as holding behavior, or extended lack of movement as fish mortality or tag defecation following predation. Multiple receiver arrays providing precise measures of two dimensional and three dimensional fish movement can resolve patterns of detections that indicate active fish migration from more wandering movements indicative of resident species or predators. As more and larger fish populations are studied, more acoustically-tagged fish will interact, increasing the opportunity for accurate interpretation of observed behaviors. Quantifiable behaviors include predator avoidance, schooling/shoaling, predation, and tag defecation. Behavior can be further interpreted when tag detection histories are observed and analyzed in relation to each other and not as isolated tag detections. If tag detections are uniformly spaced with a high level of precision, these detections can be used to assess fish behavior. Single hydrophone detection data can indicate that a predation event has occurred when a tag is shed (defecated) within the detection range. If multiple hydrophones are deployed to provide fine-scale 2D or 3D fish track data, then sudden behavioral changes or quantifiable patterns of swimming behavior can be used to infer predation events. High-resolution fish track data provides valuable information that can aid in distinguishing migrating smolt behavior and the behavior of predatory fish that have previously consumed a tagged smolt. The decision rules used to interpret tagged fish behavioral characteristics should always be considered and developed in context with concurrent environmental conditions. Evaluating Fish Behavior Using Acoustic Telemetry 2013 IEP Annual Workshop Lake Natoma Inn, Folsom, CA April 24-26 2013 1 Figure 1. Raw detections from hydrophone. Pink track (on right above) indicates tag movement; vertical scale isolates the returns from one tag code, horizontal scale is time (1 hour). Pink track shows tag initially moving toward the hydrophone, the tag is closest to the hydrophone at the apex and then away from the hydrophone. Cannot determine approach direction using just one hydrophone. Figure 5. Tag defecated within hydrophone array. Raw detection data from tag that suddenly stops all movement within the hydrophone array. Each colored line represents data from one individual hydrophone. Figure 6. Track history (left) and density plot (right) of one predator fish to compare daytime (top) and nighttime distributions. Figure 2. Tag holding position. Yellow track (on right above) indicates intervals of slight positional change followed by an interval of no tag movement (indicated by horizontal track). Downstream Migration Figure 3. Combining raw detections from two hydrophones (in the geo-referenced graphic above, the upstream hydrophone is indicated by the pink dot and the downstream hydrophone is indicated by the yellow dot). Movement downstream is unequivocal based on the progression of pink to yellow tag detections shown in time-series data above (right). Tag Defecation Figure 4. Combining raw detections from several hydrophones show time-series data that indicates migration pathway. Moving Towards & Away Holding Figure 1 shows a tagged fish detection time-series moving toward and then away from a single hydrophone (hydrophone indicated by pink dot in geo-referenced figure on left). Abstract Migration Route Diel Periodicity Additional observed behaviors include: • Schooling/Shoaling • Predation and Predator Avoidance How are these observations possible? Data courtesy of California Department of Water Resources, Washington Department of Transportation and US Fish and Wildlife Service.