SlideShare a Scribd company logo
Acknowledgements
Funding Agencies:
•Consejo Nacional de Ciencia y Tecnología
•David and Lucile Packard Foundation
•The University of Arizona
•Wallace Research Foundation
Committee Members:
•Dr. William Shaw
•Dr. Barron Orr
•Dr. Philip Guertin
•Dr. Tom McGuire

To my family:
James Collins
Jorge, Alba, Raquel, Jorge y Marcos
Dr. Luz Vázquez
Dr. Jaime Nubiola
Art Lab: Mickey Reed, Andrew
Honaman, Craig Weisler

SNR: Kathi, Samia, Taryn, Sonya

•Dr. Richard Cudney-Bueno and PANGUEROS: Ana Cinti and Dr. Jennie Duberstein,
Nabor Encinas, Erika Koltenuk, Alejandro Castillo, Dr.
Miguel Lavín, Rene Loaiza, Cesar Moreno, Adrián
Munguía, Tad Pfister, Dr. Pete Raimondi, Mario Rojo,
Alyssa Rosemartin, Ángeles Sánchez, Gaspar Soria, Dr.
Jorge Torre, Peggy Turk
Tucsonian Friends: Mariano, Anne, Hugo, Adriana, Mari, Nadia, Alma, Maite, Pablo, Pat, Mike, Patricia,
Laura, Jeremiah, Dan, Alison, Zack, Mattie, Monica, Don Carlos, Forest, Michele, Gillian, Emiliano.
MAPPING THE HUMAN DIMENSION
of Small-scale Fisheries in the
Northern Gulf of California, Mexico.

Marcia Moreno-Baez
Small-scale Fisheries are Central to the
Economic Vitality and Food Security of
Many Countries
• 38 million people are classified as fishers
(Béné, Macfadyen and Allison, 2007)
• ~90 percent are considered small-scale
• An additional 100+ million people involved in
the post-harvest sector
Most of the World's Fisheries Science
has been devote to Stock Assessment
• The disciplinary focus has been on biology
and, to some extent, economics
• Conventional approaches have not adequately
addressed the socio economic needs of
fisheries (Berkes et al. 2001)
THE GULF OF CALIFORNIA

Has a rich history in commercial
fisheries
USA
Asia
50%
Small-scale fisheries involve a
wide array of fishing gear,
methods and species
Best Available Information is Needed for
Successful Planning
Biophysical

Social

SmallEBM
scale
PANGAS
Fisheries

Political

Economic
Research Goal
To understand the human dimension of
small-scale fishing activities for
developing fisheries management plans
in the NGC
Biophysical

Social

Political

Economic

Smallscale
Fisheries
Objectives
• Use local knowledge to characterize fishing activities
• Understand the implications and contributions to
fisheries management
–
–
–
–
–
–

Who is fishing?
Where are they fishing?
What are they capturing?
How are they fishing?
When are they fishing?
Where are the spawning and reproductive sites?
THE NORTHERN GULF OF CALIFORNIA

MEXICO
Methods
Rapid Appraisal

Review of Existing Data

Integration of Local Knowledge

Design Semi-structured
Interview

Stratify Random Sampling

Internal Validation

Spatial and Temporal Analysis
Photo: Pérez, S./CEDO

n = 376
15% of total number of
panga captains

Conducting Interviews in
17 Fishing Communities
Semi-structure Interviews and
Participatory Mapping
1st Section
General
Information and
Social networks

Opinion about
fisheries

Target species

2nd Section
Spatial and
Temporal
distribution
Reproductive and
•Nursery grounds do
What species
And life history

you make a
dedicated trip to capture?
• What other species do you target?
Problems and
• Of all of these, what are the three
Additional
Information
most important?
Semi-structure Interviews and
Participatory Mapping
2nd Section
Spatial and
Temporal
distribution
Reproductive and
Nursery grounds
And life history
Problems and
Additional
Information

• What are your three primary fishing
zones for this species?
• What are your three secondary
fishing zones for this species?
Methods
Rapid Appraisal
n(i)= 376
n(m) = 764

Integration of Local Knowledge

Internal Validation

Spatial and Temporal Analysis

Compilation

Digital Integration

ArcGIS™ 9.2

Preliminary Analysis

ArcGIS™ 9.2
Methods
Rapid Appraisal

Integration of Local Knowledge

Internal Validation

Spatial and Temporal Analysis
MEXICO

Puerto Peñasco:
1. Diving (5 species)
2. Gillnets (4 species)
3. Longline and Traps
(2 species)

Bahía de Kino:
1. Diving (4 species)
2. Gillnets (4 species)
3. Traps (1 specie)
An Example of a Fishing Adjustment Before
and After an Internal Validation
(Moreno-Baez, et al, 2010)

Black murex (Hexaplex nigritus)
Methods
Rapid Appraisal

Integration of Local Knowledge

Internal Validation

Spatial and Temporal Analysis
Spatial Analysis to Meet the
Objectives
Who, What, Where, How and, When
Characterize
Fishing Activity

Common
Seasonal Fishing
Grounds

Vector-based
Analysis

Spawning and
Juvenile areas

+

Relative
Importance of
Fishing Grounds

Raster-based
Analysis
Different Vector-based Analyses
Were Used to Meet Objectives
Attribute
Queries

Species , Communities,
Fishing Method, Spawning
and juvenile areas

Relational
Algebra
Operators

Intersection = communities
overlap, Union = temporal
analysis
Spatial and Temporal Analysis to Meet
the Objectives

Characterize
Fishing Activity

Common
Seasonal Fishing
Grounds

Vector-based
Analysis

Spawning and
Juvenile areas

+

Raster-based
Analysis
Different Vector-based Analyses
Were Used to Meet Objectives

Attribute
Queries

+

Euclidian
Distance

Maximum and
median distance
from communities
Spatial and Temporal Analysis to Meet
the Objectives

Characterize
Fishing Activity

Common
Seasonal Fishing
Grounds

Vector-based
Analysis

Spawning and
Juvenile areas

Relative
Importance of
Fishing Grounds

Raster-based
Analysis
Raster-based Analysis Was Utilized to
Understand the Importance of Fishing
Grounds
• What are your three primary
fishing zones for this species?
• What are your three secondary
fishing zones for this species?
Grid Creation
(1.5 x 1.5
miles pixel
size)

Level of
Importance =
Value assigned
to pixel

Geostatistics
+ Fuzzy Logic

Fishing
Ground
Relative
Importance

Primary Fishing zones = 1.0
Secondary Fishing zones = 0.5
Results
•
•
•
•
•
•

Who is fishing?
Where are they fishing?
What are they capturing?
How are they fishing?
When are they fishing?
Where are the spawning and reproductive
sites?
Fishing activity in 60%
Of the total area
Fishing activity in 89%
Of the coast line

Rapid Appraisal 2005 - 2006
Rapid Appraisal 2005 - 2006

Communities

Max. Dist. (km)
Med. Dist. (km)

San Luis Gonzaga

51

Santo Tomas

43

San Jorge

177

San Felipe

Puerto Peñasco

94

Puerto Lobos

200

Puerto Libertad

18

Punta Jaguey

50

Punta Chueca

Los Dorados de Villa

108

Las Ánimas

95

Golfo de Santa Clara

100

El Barril

99

Desemboque Seri

150

Desemboque de Caborca

Bahia de los Ángeles

Bahia de Kino

Distance (km)

Traveled Distances from Community to Fishing Grounds

250
207

181

162

145

125
94

77
61

21

0
Results
• Who is fishing?
• Where are they fishing?

Where is fishing activity
concentrating?
Isla Ángel de
La Guarda

Isla Tiburón

Rapid Appraisal 2005 - 2006
Results
•
•
•
•
•
•

Who is fishing?
Where are they fishing?
What are they capturing?
How are they fishing?
When are they fishing?
Where are the spawning and reproductive
sites?
What are People Fishing?
• 74 species are being harvest
• 58 target species
– Based on a dedicated trip

• Spatial distribution of harvest location of 52
species

(Moreno-Baez et al, In press)
Octopus hubssorum or O. bimaculatus

Epinephelus acanthistius

Isla Ángel de
La Guarda

Isla Tiburón

Rapid Appraisal 2005 - 2006
Rapid Appraisal 2005 - 2006

Number of Species Captured by Each
Community
Number of Communities

5
4
3
2
1
0
1-10

11-20

21-30

31-40

41-50

Number of Species Captured

51-60

61-70
Results
•
•
•
•
•
•

Who is fishing?
Where are they fishing?
What are they capturing?
How are they fishing?
When are they fishing?
Where are the spawning and reproductive
sites?
Photos: Cinti, A., Rojo M./COBI, Morales, O.

Rapid Appraisal 2005 - 2006
Results
•
•
•
•
•
•

Who is fishing?
Where are they fishing?
What are they capturing?
How are they fishing?
When are they fishing?
Where are the spawning and reproductive
sites?
Isla Ángel de
La Guarda

Isla Tiburón
Results
•
•
•
•
•
•

Who is fishing?
Where are they fishing?
What are they capturing?
How are they fishing?
When are they fishing?
Where are the spawning and reproductive
sites?

Rapid Appraisal 2005 - 2006
Implications for Management
• The spatial and temporal data may provide
support that helps managers balance the
local demand for the resource and the
ecological integrity of the system
Rapid Appraisal 2005 - 2006
Conclusions
• Key local knowledge can be incorporated
into and corroborated during the datacollection process
• Data can be used within large, regional
scales with multiple fishing communities
and highly diverse fishing activities
Conclusions
 Incorporating fishers’ knowledge through
participatory research can provide essential
information for the development of any
future management schemes in the NGC
Conclusions
• This process increases the opportunity for
dialogue between local fishers, natural
resource managers, and researchers
• Engagement of local fishers can bring
transparency to integration of local
knowledge
The Human Dimension is Only One
Aspect to be Incorporated into
Planning for Fisheries Management
Biophysical

Social

Smallscale
Fisheries

Political

Economic
http://pangas.arizona.edu
QUESTIONS

Marcia Moreno-Baez
Email: mamoreno@email.arizona.edu

More Related Content

Similar to Mapping Small-scale Fishing Activity in the Northern Gulf of California, Mexico

French sunrise talk 2014 wip 2
French sunrise talk 2014 wip 2French sunrise talk 2014 wip 2
French sunrise talk 2014 wip 2
RGSAdmin
 
Project update on establishing a nonnative predator research and pilot fish r...
Project update on establishing a nonnative predator research and pilot fish r...Project update on establishing a nonnative predator research and pilot fish r...
Project update on establishing a nonnative predator research and pilot fish r...
FISHBIO
 
Power to the People: Nature and science benefit when people are engaged (PDF...
Power to the People:  Nature and science benefit when people are engaged (PDF...Power to the People:  Nature and science benefit when people are engaged (PDF...
Power to the People: Nature and science benefit when people are engaged (PDF...
ConnectingWithTheCrowd
 
Power to the People: Nature and science benefit when people are engaged
 Power to the People:  Nature and science benefit when people are engaged Power to the People:  Nature and science benefit when people are engaged
Power to the People: Nature and science benefit when people are engaged
ConnectingWithTheCrowd
 
3B.2 Measuring Biodiversity
3B.2 Measuring Biodiversity3B.2 Measuring Biodiversity
3B.2 Measuring Biodiversity
Hawkesdale P12 College
 
Obama singh 21st century initiative progress review 2
Obama singh 21st century initiative progress review 2Obama singh 21st century initiative progress review 2
Obama singh 21st century initiative progress review 2
Plymouth State University
 
Chapter 5
Chapter 5Chapter 5
Chapter 5
Vance Kite
 
Ecology
EcologyEcology
Ecology
callr
 
Ecological and Genetic Variation Among Populations of Boechera caeruleamontan...
Ecological and Genetic Variation Among Populations of Boechera caeruleamontan...Ecological and Genetic Variation Among Populations of Boechera caeruleamontan...
Ecological and Genetic Variation Among Populations of Boechera caeruleamontan...
M Denniey Snyder
 
Jackson - ICSR 2014
Jackson - ICSR 2014Jackson - ICSR 2014
Jackson - ICSR 2014
kjackson92
 
Did You Flush? The 2015 BC Aquarium Enthusiasts Survey Results
Did You Flush? The 2015 BC Aquarium Enthusiasts Survey ResultsDid You Flush? The 2015 BC Aquarium Enthusiasts Survey Results
Did You Flush? The 2015 BC Aquarium Enthusiasts Survey Results
Elaine E Lum
 
Quality of Life of Head and Neck Cancer Survivors in Urban and Rural Ireland ...
Quality of Life of Head and Neck Cancer Survivors in Urban and Rural Ireland ...Quality of Life of Head and Neck Cancer Survivors in Urban and Rural Ireland ...
Quality of Life of Head and Neck Cancer Survivors in Urban and Rural Ireland ...
Irish Cancer Society
 
cultural competency a northern Canadian perspective
cultural competency a northern Canadian perspective cultural competency a northern Canadian perspective
cultural competency a northern Canadian perspective
Private Hospital Association
 
Aqa a2 biology unit 4 complete
Aqa a2 biology unit 4 completeAqa a2 biology unit 4 complete
Aqa a2 biology unit 4 complete
andymartin
 
Acessing conservation of genetic resource
Acessing conservation of genetic resourceAcessing conservation of genetic resource
Acessing conservation of genetic resource
Bahauddin Zakariya University lahore
 
Bijoy Nandan S - UEI Day 2 - Kochi Jan18
Bijoy Nandan S - UEI Day 2 - Kochi Jan18Bijoy Nandan S - UEI Day 2 - Kochi Jan18
Bijoy Nandan S - UEI Day 2 - Kochi Jan18
India UK Water Centre (IUKWC)
 
Arkansas State University Biodiversity Center
Arkansas State University Biodiversity CenterArkansas State University Biodiversity Center
Arkansas State University Biodiversity Center
University of Miami, Department of Biology.
 
Beyond Lifetime Reproductive Success: The posthumous reproductive dynamics of...
Beyond Lifetime Reproductive Success: The posthumous reproductive dynamics of...Beyond Lifetime Reproductive Success: The posthumous reproductive dynamics of...
Beyond Lifetime Reproductive Success: The posthumous reproductive dynamics of...
Andres Lopez-Sepulcre
 
IHEA - A Study of the Locavore Movement
IHEA - A Study of the Locavore MovementIHEA - A Study of the Locavore Movement
IHEA - A Study of the Locavore Movement
Keith G. Tidball
 
New Aquatic Pest Control Training Materials and Invaders in the Pond
New Aquatic Pest Control Training Materials and Invaders in the PondNew Aquatic Pest Control Training Materials and Invaders in the Pond
New Aquatic Pest Control Training Materials and Invaders in the Pond
Penn State Extension
 

Similar to Mapping Small-scale Fishing Activity in the Northern Gulf of California, Mexico (20)

French sunrise talk 2014 wip 2
French sunrise talk 2014 wip 2French sunrise talk 2014 wip 2
French sunrise talk 2014 wip 2
 
Project update on establishing a nonnative predator research and pilot fish r...
Project update on establishing a nonnative predator research and pilot fish r...Project update on establishing a nonnative predator research and pilot fish r...
Project update on establishing a nonnative predator research and pilot fish r...
 
Power to the People: Nature and science benefit when people are engaged (PDF...
Power to the People:  Nature and science benefit when people are engaged (PDF...Power to the People:  Nature and science benefit when people are engaged (PDF...
Power to the People: Nature and science benefit when people are engaged (PDF...
 
Power to the People: Nature and science benefit when people are engaged
 Power to the People:  Nature and science benefit when people are engaged Power to the People:  Nature and science benefit when people are engaged
Power to the People: Nature and science benefit when people are engaged
 
3B.2 Measuring Biodiversity
3B.2 Measuring Biodiversity3B.2 Measuring Biodiversity
3B.2 Measuring Biodiversity
 
Obama singh 21st century initiative progress review 2
Obama singh 21st century initiative progress review 2Obama singh 21st century initiative progress review 2
Obama singh 21st century initiative progress review 2
 
Chapter 5
Chapter 5Chapter 5
Chapter 5
 
Ecology
EcologyEcology
Ecology
 
Ecological and Genetic Variation Among Populations of Boechera caeruleamontan...
Ecological and Genetic Variation Among Populations of Boechera caeruleamontan...Ecological and Genetic Variation Among Populations of Boechera caeruleamontan...
Ecological and Genetic Variation Among Populations of Boechera caeruleamontan...
 
Jackson - ICSR 2014
Jackson - ICSR 2014Jackson - ICSR 2014
Jackson - ICSR 2014
 
Did You Flush? The 2015 BC Aquarium Enthusiasts Survey Results
Did You Flush? The 2015 BC Aquarium Enthusiasts Survey ResultsDid You Flush? The 2015 BC Aquarium Enthusiasts Survey Results
Did You Flush? The 2015 BC Aquarium Enthusiasts Survey Results
 
Quality of Life of Head and Neck Cancer Survivors in Urban and Rural Ireland ...
Quality of Life of Head and Neck Cancer Survivors in Urban and Rural Ireland ...Quality of Life of Head and Neck Cancer Survivors in Urban and Rural Ireland ...
Quality of Life of Head and Neck Cancer Survivors in Urban and Rural Ireland ...
 
cultural competency a northern Canadian perspective
cultural competency a northern Canadian perspective cultural competency a northern Canadian perspective
cultural competency a northern Canadian perspective
 
Aqa a2 biology unit 4 complete
Aqa a2 biology unit 4 completeAqa a2 biology unit 4 complete
Aqa a2 biology unit 4 complete
 
Acessing conservation of genetic resource
Acessing conservation of genetic resourceAcessing conservation of genetic resource
Acessing conservation of genetic resource
 
Bijoy Nandan S - UEI Day 2 - Kochi Jan18
Bijoy Nandan S - UEI Day 2 - Kochi Jan18Bijoy Nandan S - UEI Day 2 - Kochi Jan18
Bijoy Nandan S - UEI Day 2 - Kochi Jan18
 
Arkansas State University Biodiversity Center
Arkansas State University Biodiversity CenterArkansas State University Biodiversity Center
Arkansas State University Biodiversity Center
 
Beyond Lifetime Reproductive Success: The posthumous reproductive dynamics of...
Beyond Lifetime Reproductive Success: The posthumous reproductive dynamics of...Beyond Lifetime Reproductive Success: The posthumous reproductive dynamics of...
Beyond Lifetime Reproductive Success: The posthumous reproductive dynamics of...
 
IHEA - A Study of the Locavore Movement
IHEA - A Study of the Locavore MovementIHEA - A Study of the Locavore Movement
IHEA - A Study of the Locavore Movement
 
New Aquatic Pest Control Training Materials and Invaders in the Pond
New Aquatic Pest Control Training Materials and Invaders in the PondNew Aquatic Pest Control Training Materials and Invaders in the Pond
New Aquatic Pest Control Training Materials and Invaders in the Pond
 

Recently uploaded

The Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collectionThe Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collection
Israel Genealogy Research Association
 
Digital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments UnitDigital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments Unit
chanes7
 
Assignment_4_ArianaBusciglio Marvel(1).docx
Assignment_4_ArianaBusciglio Marvel(1).docxAssignment_4_ArianaBusciglio Marvel(1).docx
Assignment_4_ArianaBusciglio Marvel(1).docx
ArianaBusciglio
 
World environment day ppt For 5 June 2024
World environment day ppt For 5 June 2024World environment day ppt For 5 June 2024
World environment day ppt For 5 June 2024
ak6969907
 
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
IreneSebastianRueco1
 
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Ashish Kohli
 
Azure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHatAzure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHat
Scholarhat
 
Acetabularia Information For Class 9 .docx
Acetabularia Information For Class 9  .docxAcetabularia Information For Class 9  .docx
Acetabularia Information For Class 9 .docx
vaibhavrinwa19
 
A Survey of Techniques for Maximizing LLM Performance.pptx
A Survey of Techniques for Maximizing LLM Performance.pptxA Survey of Techniques for Maximizing LLM Performance.pptx
A Survey of Techniques for Maximizing LLM Performance.pptx
thanhdowork
 
Best Digital Marketing Institute In NOIDA
Best Digital Marketing Institute In NOIDABest Digital Marketing Institute In NOIDA
Best Digital Marketing Institute In NOIDA
deeptiverma2406
 
2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...
Sandy Millin
 
MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...
MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...
MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...
NelTorrente
 
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
Levi Shapiro
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
Jean Carlos Nunes Paixão
 
DRUGS AND ITS classification slide share
DRUGS AND ITS classification slide shareDRUGS AND ITS classification slide share
DRUGS AND ITS classification slide share
taiba qazi
 
S1-Introduction-Biopesticides in ICM.pptx
S1-Introduction-Biopesticides in ICM.pptxS1-Introduction-Biopesticides in ICM.pptx
S1-Introduction-Biopesticides in ICM.pptx
tarandeep35
 
How to Build a Module in Odoo 17 Using the Scaffold Method
How to Build a Module in Odoo 17 Using the Scaffold MethodHow to Build a Module in Odoo 17 Using the Scaffold Method
How to Build a Module in Odoo 17 Using the Scaffold Method
Celine George
 
PCOS corelations and management through Ayurveda.
PCOS corelations and management through Ayurveda.PCOS corelations and management through Ayurveda.
PCOS corelations and management through Ayurveda.
Dr. Shivangi Singh Parihar
 
South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)
Academy of Science of South Africa
 
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdfANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
Priyankaranawat4
 

Recently uploaded (20)

The Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collectionThe Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collection
 
Digital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments UnitDigital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments Unit
 
Assignment_4_ArianaBusciglio Marvel(1).docx
Assignment_4_ArianaBusciglio Marvel(1).docxAssignment_4_ArianaBusciglio Marvel(1).docx
Assignment_4_ArianaBusciglio Marvel(1).docx
 
World environment day ppt For 5 June 2024
World environment day ppt For 5 June 2024World environment day ppt For 5 June 2024
World environment day ppt For 5 June 2024
 
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
 
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
 
Azure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHatAzure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHat
 
Acetabularia Information For Class 9 .docx
Acetabularia Information For Class 9  .docxAcetabularia Information For Class 9  .docx
Acetabularia Information For Class 9 .docx
 
A Survey of Techniques for Maximizing LLM Performance.pptx
A Survey of Techniques for Maximizing LLM Performance.pptxA Survey of Techniques for Maximizing LLM Performance.pptx
A Survey of Techniques for Maximizing LLM Performance.pptx
 
Best Digital Marketing Institute In NOIDA
Best Digital Marketing Institute In NOIDABest Digital Marketing Institute In NOIDA
Best Digital Marketing Institute In NOIDA
 
2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...
 
MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...
MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...
MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...
 
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
 
DRUGS AND ITS classification slide share
DRUGS AND ITS classification slide shareDRUGS AND ITS classification slide share
DRUGS AND ITS classification slide share
 
S1-Introduction-Biopesticides in ICM.pptx
S1-Introduction-Biopesticides in ICM.pptxS1-Introduction-Biopesticides in ICM.pptx
S1-Introduction-Biopesticides in ICM.pptx
 
How to Build a Module in Odoo 17 Using the Scaffold Method
How to Build a Module in Odoo 17 Using the Scaffold MethodHow to Build a Module in Odoo 17 Using the Scaffold Method
How to Build a Module in Odoo 17 Using the Scaffold Method
 
PCOS corelations and management through Ayurveda.
PCOS corelations and management through Ayurveda.PCOS corelations and management through Ayurveda.
PCOS corelations and management through Ayurveda.
 
South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)
 
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdfANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
 

Mapping Small-scale Fishing Activity in the Northern Gulf of California, Mexico

  • 1. Acknowledgements Funding Agencies: •Consejo Nacional de Ciencia y Tecnología •David and Lucile Packard Foundation •The University of Arizona •Wallace Research Foundation Committee Members: •Dr. William Shaw •Dr. Barron Orr •Dr. Philip Guertin •Dr. Tom McGuire To my family: James Collins Jorge, Alba, Raquel, Jorge y Marcos Dr. Luz Vázquez Dr. Jaime Nubiola Art Lab: Mickey Reed, Andrew Honaman, Craig Weisler SNR: Kathi, Samia, Taryn, Sonya •Dr. Richard Cudney-Bueno and PANGUEROS: Ana Cinti and Dr. Jennie Duberstein, Nabor Encinas, Erika Koltenuk, Alejandro Castillo, Dr. Miguel Lavín, Rene Loaiza, Cesar Moreno, Adrián Munguía, Tad Pfister, Dr. Pete Raimondi, Mario Rojo, Alyssa Rosemartin, Ángeles Sánchez, Gaspar Soria, Dr. Jorge Torre, Peggy Turk Tucsonian Friends: Mariano, Anne, Hugo, Adriana, Mari, Nadia, Alma, Maite, Pablo, Pat, Mike, Patricia, Laura, Jeremiah, Dan, Alison, Zack, Mattie, Monica, Don Carlos, Forest, Michele, Gillian, Emiliano.
  • 2. MAPPING THE HUMAN DIMENSION of Small-scale Fisheries in the Northern Gulf of California, Mexico. Marcia Moreno-Baez
  • 3. Small-scale Fisheries are Central to the Economic Vitality and Food Security of Many Countries • 38 million people are classified as fishers (Béné, Macfadyen and Allison, 2007) • ~90 percent are considered small-scale • An additional 100+ million people involved in the post-harvest sector
  • 4. Most of the World's Fisheries Science has been devote to Stock Assessment • The disciplinary focus has been on biology and, to some extent, economics • Conventional approaches have not adequately addressed the socio economic needs of fisheries (Berkes et al. 2001)
  • 5. THE GULF OF CALIFORNIA Has a rich history in commercial fisheries
  • 7. Small-scale fisheries involve a wide array of fishing gear, methods and species
  • 8. Best Available Information is Needed for Successful Planning Biophysical Social SmallEBM scale PANGAS Fisheries Political Economic
  • 9. Research Goal To understand the human dimension of small-scale fishing activities for developing fisheries management plans in the NGC Biophysical Social Political Economic Smallscale Fisheries
  • 10. Objectives • Use local knowledge to characterize fishing activities • Understand the implications and contributions to fisheries management – – – – – – Who is fishing? Where are they fishing? What are they capturing? How are they fishing? When are they fishing? Where are the spawning and reproductive sites?
  • 11. THE NORTHERN GULF OF CALIFORNIA MEXICO
  • 12. Methods Rapid Appraisal Review of Existing Data Integration of Local Knowledge Design Semi-structured Interview Stratify Random Sampling Internal Validation Spatial and Temporal Analysis Photo: Pérez, S./CEDO n = 376 15% of total number of panga captains Conducting Interviews in 17 Fishing Communities
  • 13. Semi-structure Interviews and Participatory Mapping 1st Section General Information and Social networks Opinion about fisheries Target species 2nd Section Spatial and Temporal distribution Reproductive and •Nursery grounds do What species And life history you make a dedicated trip to capture? • What other species do you target? Problems and • Of all of these, what are the three Additional Information most important?
  • 14. Semi-structure Interviews and Participatory Mapping 2nd Section Spatial and Temporal distribution Reproductive and Nursery grounds And life history Problems and Additional Information • What are your three primary fishing zones for this species? • What are your three secondary fishing zones for this species?
  • 15. Methods Rapid Appraisal n(i)= 376 n(m) = 764 Integration of Local Knowledge Internal Validation Spatial and Temporal Analysis Compilation Digital Integration ArcGIS™ 9.2 Preliminary Analysis ArcGIS™ 9.2
  • 16.
  • 17. Methods Rapid Appraisal Integration of Local Knowledge Internal Validation Spatial and Temporal Analysis
  • 18. MEXICO Puerto Peñasco: 1. Diving (5 species) 2. Gillnets (4 species) 3. Longline and Traps (2 species) Bahía de Kino: 1. Diving (4 species) 2. Gillnets (4 species) 3. Traps (1 specie)
  • 19.
  • 20. An Example of a Fishing Adjustment Before and After an Internal Validation (Moreno-Baez, et al, 2010) Black murex (Hexaplex nigritus)
  • 21. Methods Rapid Appraisal Integration of Local Knowledge Internal Validation Spatial and Temporal Analysis
  • 22. Spatial Analysis to Meet the Objectives Who, What, Where, How and, When Characterize Fishing Activity Common Seasonal Fishing Grounds Vector-based Analysis Spawning and Juvenile areas + Relative Importance of Fishing Grounds Raster-based Analysis
  • 23. Different Vector-based Analyses Were Used to Meet Objectives Attribute Queries Species , Communities, Fishing Method, Spawning and juvenile areas Relational Algebra Operators Intersection = communities overlap, Union = temporal analysis
  • 24. Spatial and Temporal Analysis to Meet the Objectives Characterize Fishing Activity Common Seasonal Fishing Grounds Vector-based Analysis Spawning and Juvenile areas + Raster-based Analysis
  • 25. Different Vector-based Analyses Were Used to Meet Objectives Attribute Queries + Euclidian Distance Maximum and median distance from communities
  • 26. Spatial and Temporal Analysis to Meet the Objectives Characterize Fishing Activity Common Seasonal Fishing Grounds Vector-based Analysis Spawning and Juvenile areas Relative Importance of Fishing Grounds Raster-based Analysis
  • 27. Raster-based Analysis Was Utilized to Understand the Importance of Fishing Grounds • What are your three primary fishing zones for this species? • What are your three secondary fishing zones for this species? Grid Creation (1.5 x 1.5 miles pixel size) Level of Importance = Value assigned to pixel Geostatistics + Fuzzy Logic Fishing Ground Relative Importance Primary Fishing zones = 1.0 Secondary Fishing zones = 0.5
  • 28. Results • • • • • • Who is fishing? Where are they fishing? What are they capturing? How are they fishing? When are they fishing? Where are the spawning and reproductive sites?
  • 29. Fishing activity in 60% Of the total area Fishing activity in 89% Of the coast line Rapid Appraisal 2005 - 2006
  • 30. Rapid Appraisal 2005 - 2006 Communities Max. Dist. (km) Med. Dist. (km) San Luis Gonzaga 51 Santo Tomas 43 San Jorge 177 San Felipe Puerto Peñasco 94 Puerto Lobos 200 Puerto Libertad 18 Punta Jaguey 50 Punta Chueca Los Dorados de Villa 108 Las Ánimas 95 Golfo de Santa Clara 100 El Barril 99 Desemboque Seri 150 Desemboque de Caborca Bahia de los Ángeles Bahia de Kino Distance (km) Traveled Distances from Community to Fishing Grounds 250 207 181 162 145 125 94 77 61 21 0
  • 31. Results • Who is fishing? • Where are they fishing? Where is fishing activity concentrating? Isla Ángel de La Guarda Isla Tiburón Rapid Appraisal 2005 - 2006
  • 32. Results • • • • • • Who is fishing? Where are they fishing? What are they capturing? How are they fishing? When are they fishing? Where are the spawning and reproductive sites?
  • 33. What are People Fishing? • 74 species are being harvest • 58 target species – Based on a dedicated trip • Spatial distribution of harvest location of 52 species (Moreno-Baez et al, In press)
  • 34. Octopus hubssorum or O. bimaculatus Epinephelus acanthistius Isla Ángel de La Guarda Isla Tiburón Rapid Appraisal 2005 - 2006
  • 35. Rapid Appraisal 2005 - 2006 Number of Species Captured by Each Community Number of Communities 5 4 3 2 1 0 1-10 11-20 21-30 31-40 41-50 Number of Species Captured 51-60 61-70
  • 36. Results • • • • • • Who is fishing? Where are they fishing? What are they capturing? How are they fishing? When are they fishing? Where are the spawning and reproductive sites?
  • 37. Photos: Cinti, A., Rojo M./COBI, Morales, O. Rapid Appraisal 2005 - 2006
  • 38. Results • • • • • • Who is fishing? Where are they fishing? What are they capturing? How are they fishing? When are they fishing? Where are the spawning and reproductive sites?
  • 39. Isla Ángel de La Guarda Isla Tiburón
  • 40. Results • • • • • • Who is fishing? Where are they fishing? What are they capturing? How are they fishing? When are they fishing? Where are the spawning and reproductive sites? Rapid Appraisal 2005 - 2006
  • 41. Implications for Management • The spatial and temporal data may provide support that helps managers balance the local demand for the resource and the ecological integrity of the system
  • 43. Conclusions • Key local knowledge can be incorporated into and corroborated during the datacollection process • Data can be used within large, regional scales with multiple fishing communities and highly diverse fishing activities
  • 44. Conclusions  Incorporating fishers’ knowledge through participatory research can provide essential information for the development of any future management schemes in the NGC
  • 45. Conclusions • This process increases the opportunity for dialogue between local fishers, natural resource managers, and researchers • Engagement of local fishers can bring transparency to integration of local knowledge
  • 46. The Human Dimension is Only One Aspect to be Incorporated into Planning for Fisheries Management Biophysical Social Smallscale Fisheries Political Economic

Editor's Notes

  1. Different spatio-temporal analyses were used to meet the objectivesMENTION ALL THE QUESTION AND SAY THAT, THOSE Q. HELPED ME TO CHARACTERIZED… FIND ABOUT ALL COMMON SEASONAL FISH… SPA..
  2. Vector –base analysisIntersection: to identify common fishing grounds among communities (translated into potential areas of conflict)Binary data for fishing seasons (presence –absence)Grid creation (1.5 x 1.5 miles)By community and by speciesTo understand the number of present communities working in a site, or number of species usually fished there according to fishers knowledge
  3. Different spatio-temporal analyses were used to meet the objectives
  4. Different spatio-temporal analyses were used to meet the objectives