The document describes research using Landsat 8 data and modeling tools to map social values for coastal ecosystem services in the Gulf of Mexico. Researchers conducted an online survey of 285 people to identify valued ecosystem services and environmental characteristics. Maxent modeling was used to model relationships between mapped social value indices and predictor variables, including Landsat 8 band 1 data. Models using distance to shore and bathymetry performed best, though Landsat 8 band 1 also improved some models by providing additional coastal detail not captured in other datasets alone. The research aims to help coastal management and planning efforts.
At the national levels, seaweedaquaculture licensing procedures
need to be simplified for greater cy and efficiency while the social acceptability of seaweed concessions should be promoted. Moreover, it is important for all stakeholders and the whole industry (from policy makers, local authorities, researchers to the production sectors) to have trained
personnel, thus requiring the development of training programmes in regional and/or national centres.
Based on a detailed analysis of current seaweed aquaculture practices, regulations, health benefits and consumer demands, these guidelines aim to foster sustainability and protection of the marine environment. These guidelines also include expert opinions and assessmentsfrom the academic, private
and associative sectors, based mainly in Europe, but also on other continents. With this wide scope and using a field-based and scientific approach, we have aimed to produce a robust prospective reference document to support policy-makers and the elaboration of future European regulations.
Application of Sensors in Precision Aquaculture - quality assessment reportSara Barrento
A total of 157 participants from 33 countries attended the webinar on the Application of Sensors in Precision Aquaculture (#aquasensors) on the 25th of May, 2021.
Klingbeil., R., 2017. Water Resources in the Middle East and North Africa – Challenges and Way Forward. Presentation in the Seminar "International Water Issues", Master Program Hydro Science & Engineering, TU Dresden, 18 Apr 2017.
Klingbeil, R., et al., 2021. Assessing Groundwater Quality: A Global Perspective. Importance, methods and potential data sources. Presentation at the UN Environment World Water Quality Alliance (WWQA), 2nd Annual Global Meeting, 27-28 Jan 2021.
At the national levels, seaweedaquaculture licensing procedures
need to be simplified for greater cy and efficiency while the social acceptability of seaweed concessions should be promoted. Moreover, it is important for all stakeholders and the whole industry (from policy makers, local authorities, researchers to the production sectors) to have trained
personnel, thus requiring the development of training programmes in regional and/or national centres.
Based on a detailed analysis of current seaweed aquaculture practices, regulations, health benefits and consumer demands, these guidelines aim to foster sustainability and protection of the marine environment. These guidelines also include expert opinions and assessmentsfrom the academic, private
and associative sectors, based mainly in Europe, but also on other continents. With this wide scope and using a field-based and scientific approach, we have aimed to produce a robust prospective reference document to support policy-makers and the elaboration of future European regulations.
Application of Sensors in Precision Aquaculture - quality assessment reportSara Barrento
A total of 157 participants from 33 countries attended the webinar on the Application of Sensors in Precision Aquaculture (#aquasensors) on the 25th of May, 2021.
Klingbeil., R., 2017. Water Resources in the Middle East and North Africa – Challenges and Way Forward. Presentation in the Seminar "International Water Issues", Master Program Hydro Science & Engineering, TU Dresden, 18 Apr 2017.
Klingbeil, R., et al., 2021. Assessing Groundwater Quality: A Global Perspective. Importance, methods and potential data sources. Presentation at the UN Environment World Water Quality Alliance (WWQA), 2nd Annual Global Meeting, 27-28 Jan 2021.
2018 GIS in Conservation: Utah and Colorado Water ResourcesGIS in the Rockies
Since the completion of the Flaming Gorge Dam in 1964, artificial flow releases along the Green River have promoted channel narrowing and encouraged non-native vegetation encroachment into the active stream channel. These changes in the Green River’s flow regime have reduced the backwater habitat of four native endangered fish species: the Colorado pikeminnow (Ptychocheilus lucius), Razorback Sucker (Xyrauchen texanus), Humpback Chub (Gila cypha), and Bonytail (Gila elegans). To promote population recovery, this project developed the River Morphology Evaluation Toolbox (RMET), a Google Earth Engine (GEE) tool, to more efficiently and cost-effectively monitor changes in vegetation and hydrology across large spatial and temporal scales. Using imagery collected from Landsat 5 Thematic Mapper (TM), Landsat 7 Enhanced Thematic Mapper Plus (ETM+), Landsat 8 Operational Land Imager (OLI) and Thermal Infrared Sensor (TIRS), Shuttle Radar Topography Mission (SRTM), and Sentinel-2 Multispectral Instrument (MSI) satellites, the team used the normalized difference vegetation index (NDVI), soil adjusted vegetation index (SAVI), modified normalized difference water index (MNDWI), and normalized difference water index (NDWI) to detect landcover changes. Trends in spectral index changes over user-selected focal years and the magnitudes of those changes were isolated and visualized through RMET. The project partners at the National Park Service and the Upper Colorado River Endangered Fish Recovery Program will use RMET to identify potential sites where changes in riparian vegetation and the active stream channel may have reduced fish habitat to make more informed recommendations for flow releases from the Flaming Gorge Dam.
A summary of sample results and key findings from our Toronto Harbour monitoring program for 2017. Includes recommendations to the City of Toronto and to waterfront users
Klingbeil, R., 2017. Wasserressourcen und Wassermanagement in Verbindung zu Sicherheitsfragen in der MENA Region [Water Ressources and Water Management in Relation to Security Questions in the MENA Region]. Presentation at the Institute for Peace Research and Security Policy, Hamburg, 25 Jan 2017.
In 2015, The Rockefeller Foundation collaborated with several partners to begin developing incentive-based mechanisms to address competition for freshwater, and to bring human water use back in balance with the water needs of freshwater ecosystems in order to build long-term resilience. The early solutions that emerged, and the wider lessons from the group’s work, are captured in this report.
Citizen climate connect pitch k baby nov 2019 kurianbaby
Clitizen's Climate Connect Project being tested in Thrissur, Kerala, India to ground truth global climate models by integrating local knowledge and land based climate observation data through cloud based analytics.
Contact: Email kurianbaby@gmail.com
OBIS, a global biodiversity data-sharing platform for ABNJwardappeltans
OBIS as a potential contribution to a new implementing agreement to conserve and sustainably use biodiversity in areas beyond national jurisdiction (BBNJ). Presentation from the BBNJ side event at the IOC Assembly XXVIII, June 2015
OBIS as a potential contribution to a new implementing agreement to conserve and sustainably use biodiversity in areas beyond national jurisdiction (BBNJ). Presentation from the BBNJ side event at the IOC Assembly XXVIII, June 2015
2018 GIS in Conservation: Utah and Colorado Water ResourcesGIS in the Rockies
Since the completion of the Flaming Gorge Dam in 1964, artificial flow releases along the Green River have promoted channel narrowing and encouraged non-native vegetation encroachment into the active stream channel. These changes in the Green River’s flow regime have reduced the backwater habitat of four native endangered fish species: the Colorado pikeminnow (Ptychocheilus lucius), Razorback Sucker (Xyrauchen texanus), Humpback Chub (Gila cypha), and Bonytail (Gila elegans). To promote population recovery, this project developed the River Morphology Evaluation Toolbox (RMET), a Google Earth Engine (GEE) tool, to more efficiently and cost-effectively monitor changes in vegetation and hydrology across large spatial and temporal scales. Using imagery collected from Landsat 5 Thematic Mapper (TM), Landsat 7 Enhanced Thematic Mapper Plus (ETM+), Landsat 8 Operational Land Imager (OLI) and Thermal Infrared Sensor (TIRS), Shuttle Radar Topography Mission (SRTM), and Sentinel-2 Multispectral Instrument (MSI) satellites, the team used the normalized difference vegetation index (NDVI), soil adjusted vegetation index (SAVI), modified normalized difference water index (MNDWI), and normalized difference water index (NDWI) to detect landcover changes. Trends in spectral index changes over user-selected focal years and the magnitudes of those changes were isolated and visualized through RMET. The project partners at the National Park Service and the Upper Colorado River Endangered Fish Recovery Program will use RMET to identify potential sites where changes in riparian vegetation and the active stream channel may have reduced fish habitat to make more informed recommendations for flow releases from the Flaming Gorge Dam.
A summary of sample results and key findings from our Toronto Harbour monitoring program for 2017. Includes recommendations to the City of Toronto and to waterfront users
Klingbeil, R., 2017. Wasserressourcen und Wassermanagement in Verbindung zu Sicherheitsfragen in der MENA Region [Water Ressources and Water Management in Relation to Security Questions in the MENA Region]. Presentation at the Institute for Peace Research and Security Policy, Hamburg, 25 Jan 2017.
In 2015, The Rockefeller Foundation collaborated with several partners to begin developing incentive-based mechanisms to address competition for freshwater, and to bring human water use back in balance with the water needs of freshwater ecosystems in order to build long-term resilience. The early solutions that emerged, and the wider lessons from the group’s work, are captured in this report.
Citizen climate connect pitch k baby nov 2019 kurianbaby
Clitizen's Climate Connect Project being tested in Thrissur, Kerala, India to ground truth global climate models by integrating local knowledge and land based climate observation data through cloud based analytics.
Contact: Email kurianbaby@gmail.com
OBIS, a global biodiversity data-sharing platform for ABNJwardappeltans
OBIS as a potential contribution to a new implementing agreement to conserve and sustainably use biodiversity in areas beyond national jurisdiction (BBNJ). Presentation from the BBNJ side event at the IOC Assembly XXVIII, June 2015
OBIS as a potential contribution to a new implementing agreement to conserve and sustainably use biodiversity in areas beyond national jurisdiction (BBNJ). Presentation from the BBNJ side event at the IOC Assembly XXVIII, June 2015
DSD-NL 2018 Evolutie in het leveren van ruimtelijke en temporele water gerela...Deltares
Presentatie door Arnold Dekker, SatDek, Australian National University, op de Delft-FEWS NL Gebruikersdag 2018, tijdens de Deltares Software Dagen - Editie 2018. Dinsdag, 5 juni 2018, Delft.
During last year’s partnership meeting, partners asked whether GFW should monitor land and forest values beyond trees. Since then, several GFW partners have been developing new approaches for monitoring land cover, land use, and values such as biodiversity, carbon, and water. Discussion topics include: what are needs for a monitoring system beyond forest area (e.g. for climate and biodiversity)? What role should GFW play in advancing new monitoring approaches? Which monitoring needs should we prioritize first?
Challenges and impacts of land use and land use planning on ecosystem, biodiv...ILRI
Presented by Mohammed Said, Philip Osano, Dickson Kaelo, Shem Kifugo, Leah Ng'ang’a, Florence Landersberg, Norbert Heninger, Gordon Ojwang, Patrick Wargute, Lucy Njino, Polly Ericksen, and Jan de Leeuw at the Sustainable Growth and Adaptation in the Arid and Semi-Arid Lands (ASALs) of Kenya, Nairobi, 6-7 November 2013
Catchment Data & Evidence Forum 28/09/18 - Lightning TalksCaBASupport
The CaBA Catchment Data & Evidence Forum brought together around 60 data and evidence professionals from the CaBA community to share knowledge, identify opportunities and discuss future development of the data and evidence sharing landscape, in the light of the government's 25 year plan for the environment.
This slide pack contains all of the 5 minute 'lightning talks' given by attendees.
Presentation by Barbara Dal Bo Zanon and Rutger de Graaf on the potential of floating production of energy and food to close carbon and nutrient cycles and achieve more resilience in coastal delta cities. First part of the presentation is based on publication by Dal Bo Zanon et al (2017) in the Journal of Cleaner Production. Second part of the presentation on how we translate our research findings in design concepts and real floating projects such as Floating Pavilion in Rotterdam and the Floating Island Project in French Polynesia.
Aquifers in the sustainability of Small Island Developing StatesShammy Puri
In in depth review of the views of experts for enhancing the management of aquifers in SIDS, the capacity building needs, management of saline intrusion,
Presentation during the Bureau of Agricultural Research (BAR) 13th Agriculture and Fisheries Technology Forum and Product Exhibition Seminar Series on August 9, 2017 at BAR Grounds, cor. Visayas Ave., Elliptical Rd., Diliman, Quezon City
Australia’s food and land use system faces
a storm of converging pressures. The world’s
population is growing, expected to reach close
to 10 billion by 2050, and will have growing and
changing demands for food and fibre. At the
same time, the accelerating impacts of climate
change present major risks for farming – without
adaptive action climate change could reduce
agricultural productivity and farmer profitability
by up to 40-60 per cent by 2060i.
Meanwhile, competing demands could reduce
the amount of land available for food production.
This includes demands for timber production,
bioenergy, and urban and industrial development.
Climate change will also have profound impacts
on natural systems2. There is an urgent need for
land management changes to reduce emissions,
sequester carbon in soils, trees and other
vegetation, and to protect, restore and build
resilience of natural systems. How will we
meet these competing demands on a limited
land resource?
Producers of food, fibre and timber manage more
than half of Australia’s landmass, and are therefore
critical to any future change in land use3.
Awareness and adoption of sustainable
practices is increasing in the face of climate
risks, unreliable weather patterns, competition
for water, consumer concerns about health,
environmental and animal welfare impacts of
farming, and increasing accountability
demands from governments. Indeed, some of
the most innovative and inspiring examples
of sustainable food production and land use
originate in Australia.
The finance sector is also beginning to shift, with
investment in sustainable land use increasing
eightfold globally in the decade to 20154, and
$4.5 trillion annual global business opportunities
from investment in sustainable food and land use
identified by 20305.
This momentum is positive. However, a barrier
to improving the sustainability of land use is
the immaturity of tools and systems to enable
adequate, consistent measurement of ‘natural
capital’. These tools are a way to value the
environment and integrate this value as part
of land management, financial and policy
decision-making.
Bay Area Greenprint Launch and Workshop
Introduction to and Demonstration of the Bay Area Greenprint
The Bay Area Greenprint Team speakers were:
- Dick Cameron, Lead Scientist, The Nature Conservancy
- Liz O’Donoghue, Director, Infrastructure and Land Use, The Nature Conservancy
- Adam Garcia, Planning and Research Manager, Greenbelt Alliance
- Dan Rademacher, Executive Director, GreenInfo Network
- Tom Robinson, Director of Conservation, Science, and Innovation, Bay Area Open Space Council
- Carrie Schloss, Spatial Data Scientist, The Nature Conservancy
These speakers addressed the Bay Area Greenprint Launch Event on June 21, 2017 at the David Brower Center in Berkeley, CA. More info on the Bay Area Open Space Council's blog: http://openspacecouncil.org/the-bay-area-greenprint-has-launched/
Similar to Coffin landsat8 data in social values for ecosytem services (20)
3. Motivation of research & problem statement
Gulf of Mexico
Oil spill
Need for ES knowledge
Landsat 8: new “coastal band”
Study area
Research questions
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
4. 2010 Deepwater Horizon oil spill
call to action in USGS
support agencies and researchers working in Gulf of Mexico
USGS (Rocky Mt. Area) contacted colleagues Florida Sea Grant & UF
Offered research collaboration which was welcomed
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
5. Coastal Zone
Complex interactions between land and ocean processes
“Unique domain of gradient dependent ecosystems” (Crossland et al. 2005)
The most developed and populated areas globally
USA: In 2010, 69% of urban land <150 mi. from a coast
Coastal and Marine Spatial Planning (CMSP) =
Ecosystem-based approach to planning and management
Contemporary measurement of ecosystem services is incomplete
Predominantly economic/ecological and static
Lacks spatial quantification of social values
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
6. Launched on Feb 11, 2013
Near-polar sun-synchronous 705 km circular orbit
16 day repeat cycle
30 m resolution
Continues the Landsat mission (1972 to present) of earth observation
Expect improved water quality monitoring in coastal regions due to new shorter wavelength blue band
8. How do different coastal users value ecosystem services in the study area?
Which environmental characteristics inform models of spatial patterns of social values in this coastal zone?
__________________________________________
Information about bathymetry is critical for understanding coastal processes. But, near shore bathymetry is difficult/expensive to obtain and is highly dynamic, resulting in out of date datasets.
Can Landsat 8, band 1, the “coastal band”, help fill in the gaps where detailed coastal data is missing?
How does the inclusion of Landsat 8 B1, compare to other coastal datasets?
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
9. Project plan
Survey
Social values
SolVES modelling tool
Adapting SolVES to a coastal system
Maxent
Models
Model evaluation using AUC
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
11. Step 1:
Value Allocation
“spend” $1000 over the 16 social values
Step 2:
Value Mapping
Locate allocated values on a map of Greater Sarasota Bay
Step 3:
Resource Preference
Determine preferences for marine/coastal resource uses (e.g. Gulf of Mexico)
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Coffin & Kinnaird, Landsat 8 in SolVES
12. VALUE_ID
VALUE_NAME
VALUE_DESCRIPTION
1
Aesthetic
Enjoyable scenery, sights, sounds, smells, etc.
2
Recreation
Place for favorite/enjoyable outdoor recreation activities.
3
Cultural
Place for passing down wisdom, knowledge, and traditions.
4
Spiritual
Places of sacred, religious, unique, deep, and/or profound experience where reverence/respect for nature is felt.
5
Life Sustaining
Provision of macro-environmental processes (i.e. climate regulation, hydrologic cycle, etc.) that support life, human and non-human.
6
Learning
Place of educational value through scientific exploration, observation, discovery, and experimentation.
7
Biodiversity
Provision of a variety and abundance of fish, wildlife, and plant life.
8
Wilderness
Place of minimal human impact and/or intrusion into natural environment.
9
Subsistence
Provision of basic human needs, emphasis on reliable, regular food/protein source from seafood.
10
Historic
Place of natural and human history that matter to individuals, communities, societies, and nations.
11
Identity
Places that engender a sense of place, community, and belonging; represent a distinctive “culture of the sea”.
12
Future
Allowance for future generation to know and experience healthy, productive, and sustainable coastal ecosystems.
13
Therapuetic
Place that enhances feelings of well-being (e.g. “an escape”, “stress relief”, “comfort and calm”).
14
Economic
Provision of fishery (commercial/recreational), minerals, and tourism industry that support livelihoods.
15
Intrinsic
Right to exist regardless of presence; value based on existence (being rather than place).
16
Access
Places of common property free from access restrictions or exclusive ownership/control.
13. SolVES 2.1 tool with ArcGIS 10.x
Value Mapping Model
Derives a 10-point “Value Index” from value allocations and mapped points collected as part of a social survey.
Maxent
Models relationships between mapped Value Index and underlying environmental variables.
Generates social value maps for specified stakeholder groups.
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
14. Terrestrial base layers
Coastal base layers
Elevation (DEM)
1. DEM (T-DEM)
2. Bathymetry (BATHYM)
Distance to roads
Distance to roads + navigation channels (D2TRANS)
Distance to water
4. Distance to shore (D2S)
Land cover
5. Landsat-8, Band 1 (LS-B1)
Land cover
Benthic habitat
Landform
Landform/coastal form
Slope
Slope
Other
Distance to features (e.g. coral reefs ,D2REEF)
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
15. Maxent: application used with species presence data to create probability surfaces of species distribution
Uses presence only data
Logistic modelling
Outputs include
Maps
Statistics
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
16. ENVIRONMENTAL LAYER
MODEL ID
T-DEM
BATHYM
LS-B1
D2S
1
X
2
X
3
X
4
X
5 (C- DEM)
X
X
6
X
X
7
X
X
8
X
X
9
X
X
10
X
X
11
X
X
X
12
X
X
X
13
X
X
X
14
X
X
X
15
X
X
X
X
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
17. Evaluation of models based on the area under the ROC curve: AUC
AUC = 1 perfect fit (no false positives)
AUC = .5 null model random selection w/ uniform distribution
AUC = .8 generally considered a good fit
For more info on Maxent, AUC, etc. Phillips et al. 2006
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
21. Geospatial Online Survey (Cole, 2012)
500 responses logged into online survey
285 completed surveys (n=285)
Male 48%, Female 50%
0%
10%
20%
30%
40%
18-19
20-24
25-34
35-49
50-64
65 &
over
Age Categories
Age Comparison
Survey
Counties
Florida
National
0%
5%
10%
15%
20%
25%
30%
35%
Less than high
school diploma
High school diploma
or GED
Technical/Vocationa
l/Associates
4-year college
degree
One or more
graduate degrees
Educational Attainment
Survey
National
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
22. 45 uses
High degree of consensus on non- consumptive uses
Only 20 had more than 20% both favoring and opposing
7 were highly contentious (these uses were both opposed and supported by more than 25% of respondents):
Agriculture
Offshore aquaculture
Land based aquaculture
Commercial fishing
Transportation infrastructure
Private dock development
Desalinization
16 social values
3 consistently ranked most popular:
Recreation
Aesthetic
Biodiversity
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
30. Environmental data layers
Spatial distribution of values
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
31. Distance to shore and bathymetry, on their own, provide best models.
Many uses and environmental characteristics are correlated with distance to shore, so this is also a critical piece of information for modeling coastal systems.
Terrestrial elevation models, while not useless, provide less information than the Landsat, Band 1 data.
Inclusion of a coastal DEM (combined terrestrial elevation and bathymetric data) provides for better fitting models.
Landsat 8 – Band 1 does not contribute a lot of unique information across a broad terrestrial to deep aquatic spectrum, BUT in provides important information for near shore environments that is not captured by distance to shore or in bathymetric data.
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES
33. Ben Sherrouse, U.S. Geological Survey
Bob Swett, Florida Sea Grant
Zachary Cole, University of North Carolina
Gigi Richard, Colorado Mesa University
9/24/2014
Coffin & Kinnaird, Landsat 8 in SolVES