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Monitoring red-throated
diver distribution in
Liverpool Bay
Allen Risby
DONG Energy
• Burbo Bank Extension Offshore Wind Farm
• Requirement for red throated diver monitoring
• Power analysis & objectives
• Survey method
• Modelling & reporting
• Conclusions
2
Agenda
Burbo Bank Extension Offshore Wind Farm
The site was awarded in May 2010 by The
Crown Estate
• Total Area: 40 km²
• Capacity: max 259 MW
• DCO September 2014
• Proposed 32 turbines with 8 MW capacity
• Construction due to commence 2016, with
commissioning Q1 2017.
Other offshore wind farm projects in or near
Liverpool Bay (with operational year)
• North Hoyle (2003)
• Barrow (2006)
• Burbo Bank (2007)
• Rhyl Flats (2009)
• Walney I+II (2011 / 2012)
• Ormonde (2012)
• West of Duddon Sands (2014)
• Gwynt y Mor (under construction)
• Walney Extension (planned)
3
Liverpool Bay Special Protection Area
• Burbo Bank Extension lies mostly within
Liverpool Bay SPA;
• Liverpool Bay SPA designated in 2010, for
red-throated diver Gavia stellata and
common scoter Melanitta nigra; and
• North Hoyle, Rhyl Flats, Burbo Bank and
Gwynt-y-Môr also contained within Liverpool
Bay SPA.
4
Burbo Bank Extension OWF - Examination
• Planning Inspectorate (PINS) Examination
September 2013 – March 2014
• Nationally significant infrastructure project
• Key ornithological issue is extent of
displacement of red-throated diver,
consequences of displacement and
implications for Liverpool Bay SPA
• Cumulative assessment with Burbo Bank,
Gwynt-y-Môr and Rhyl Flats wind farms
• Outline ornithological survey document agreed
during Examination with Natural England &
Natural Resources Wales
• PINS recommendation and DECC AA
• DCO granted, deemed Marine Licence with
monitoring condition
Agreed approach to RTD Monitoring
Two objectives:
1) Measure displacement effect of Burbo Bank Extension on RTD
• Digital video aerial surveys focussed on the Burbo Bank Extension site and a 4
km buffer at a suitable resolution to assess the displacement effect
2) Measure change in RTD density across the SPA following Burbo Bank
Extension construction
• Digital video aerial surveys covering Liverpool Bay SPA (full extent but not 100%
coverage) at a suitable resolution to assess the change in density across the
SPA
6
Scope for RTD Monitoring
• A series of high resolution digital video aerial surveys to compare pre-construction
and post-construction distribution of RTD, the post-construction monitoring to extend
to up to 3 years (which may be non-sequential upon agreement)
• Survey designed to allow comparison with existing Liverpool Bay SPA surveys (such
as Bradbury et al, 2011) and be of sufficient "power" to provide statistical confidence
in the results
• HiDef approach based on the survey intensity and frequency identified in the digital
video aerial surveys carried out in 2011 for JNCC
• Survey methodology for Burbo Extension agreed with MMO, NE and NRW
• Surveys are taking place between November and March, as this is the key time of
year for RTD in Liverpool Bay
7
Power analysis
• HiDef undertook a suite of digital aerial surveys in winter 2011 for JNCC to calculate
power to detect change in SPA
• This programme provides good basis for understanding how much survey is required to
detect change at Burbo Bank Extension
• This demonstrates that 2 surveys per winter with 17.5% coverage of the SPA will detect
33% decrease and 50% increase with sufficient power
Scenario
Coverage of
site
Number of
surveys
Decline to be
detected
Increase to be
detected
Power to detect
change
1 5.83% 2 33% 50% 58.4%
2 17.5% 2 33% 50% 81.0%
3 5.83% 2 50% 100% 96.4%
4 17.5% 2 50% 100% 99.8%
8
Objective 1
• To measure the displacement effect from
Burbo Bank and Burbo Bank Extension and
measure the displacement distance in 500 m
bands from boundary
• Eight transects at 2.75 km apart – this is
approximately 20.2% coverage
• Area surveyed five times per winter (monthly
in Nov, Dec, Jan, Feb & Mar)
• One survey season during pre-construction
(now completed) and up to three during post-
construction (2017/18 onwards)
9
Objective 2
• To determine displacement effects of Burbo
Bank Extension and other wind farms on
RTD populations in Liverpool Bay SPA
• 44 transects at 2.75km apart – this is
approximately 18.6% coverage
• Area surveyed twice per winter (monthly in
Jan & Feb)
• One survey season pre-construction (now
completed) and up to three years post-
construction
10
The survey method
• HiDef bespoke system designed for bird
and marine mammal surveys
• Uses a rig with four ultra high resolution
video cameras (~ 500MPx)
• Cameras always angled away from sun
glare to stop data loss
• Surveys flown at 550m (1800ft) to avoid
flushing RTD and common scoter
• Uses a resolution of 2cm GSD
• Total strip width of 500m along continuous
transects – avoids pseudo-replication of
plot based approach
11
Red-throated diver images from Liverpool Bay
12
Flock of 6 red-throated divers Red-throated diver flying south-west
Red-throated diver with fish
13
January 2015 SPA-wide survey
summary of observations (circa 20% coverage)
14
Data modelling
• Analysis based on constructing density surface models (DSM) for RTD
• Strip transects broken into 100s of ‘segments’
• Calculates abundance with upper and lower confidence intervals (CI) and coefficient of
variance (CV) in fine matrix of grid cells
• Modern modelling approach uses ‘Complex Regional Spatial Smoother’ (CReSS)
• CReSS well-adapted for birds with patchy distribution, such as seabirds
• This modelling approach has been used at one other UK offshore wind farm, as well as
for a recent series of bird and marine mammal surveys for Marine Scotland
Pre-construction survey report
• The DSM will use bathymetry as a co-
variate for diver distribution
• Combines recent digital and historical
visual aerial survey data going back to
2001
• Report on the ability of model to detect
changes in RTD abundance around
Burbo Bank and Burbo Bank Extension,
as well as within the SPA
• Report on the ability to detect
displacement in 500m or 1km bands from
Burbo Bank Extension
• This is an example output from another
wind farm site where this technique has
been recently used
16
Conclusions
• Post consent monitoring that moves
monitoring away from old FEPA-style
Before and After Control Impact (BACI)
licence conditions
• Monitoring at the scale of the Liverpool
Bay SPA is more meaningful for
displacement than wind farm + buffer
monitoring alone
• Ability to incorporate previous (visual)
aerial survey data into the baseline
model
• Digital aerial surveys allow the data to
be subsequently re-analysed for other
target species.
17
Thank-You.
Any Questions?
18
19

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#4/9 Monitoring red throated diver distribution Liverpool Bay - DONG Energy

  • 1. Monitoring red-throated diver distribution in Liverpool Bay Allen Risby DONG Energy
  • 2. • Burbo Bank Extension Offshore Wind Farm • Requirement for red throated diver monitoring • Power analysis & objectives • Survey method • Modelling & reporting • Conclusions 2 Agenda
  • 3. Burbo Bank Extension Offshore Wind Farm The site was awarded in May 2010 by The Crown Estate • Total Area: 40 km² • Capacity: max 259 MW • DCO September 2014 • Proposed 32 turbines with 8 MW capacity • Construction due to commence 2016, with commissioning Q1 2017. Other offshore wind farm projects in or near Liverpool Bay (with operational year) • North Hoyle (2003) • Barrow (2006) • Burbo Bank (2007) • Rhyl Flats (2009) • Walney I+II (2011 / 2012) • Ormonde (2012) • West of Duddon Sands (2014) • Gwynt y Mor (under construction) • Walney Extension (planned) 3
  • 4. Liverpool Bay Special Protection Area • Burbo Bank Extension lies mostly within Liverpool Bay SPA; • Liverpool Bay SPA designated in 2010, for red-throated diver Gavia stellata and common scoter Melanitta nigra; and • North Hoyle, Rhyl Flats, Burbo Bank and Gwynt-y-Môr also contained within Liverpool Bay SPA. 4
  • 5. Burbo Bank Extension OWF - Examination • Planning Inspectorate (PINS) Examination September 2013 – March 2014 • Nationally significant infrastructure project • Key ornithological issue is extent of displacement of red-throated diver, consequences of displacement and implications for Liverpool Bay SPA • Cumulative assessment with Burbo Bank, Gwynt-y-Môr and Rhyl Flats wind farms • Outline ornithological survey document agreed during Examination with Natural England & Natural Resources Wales • PINS recommendation and DECC AA • DCO granted, deemed Marine Licence with monitoring condition
  • 6. Agreed approach to RTD Monitoring Two objectives: 1) Measure displacement effect of Burbo Bank Extension on RTD • Digital video aerial surveys focussed on the Burbo Bank Extension site and a 4 km buffer at a suitable resolution to assess the displacement effect 2) Measure change in RTD density across the SPA following Burbo Bank Extension construction • Digital video aerial surveys covering Liverpool Bay SPA (full extent but not 100% coverage) at a suitable resolution to assess the change in density across the SPA 6
  • 7. Scope for RTD Monitoring • A series of high resolution digital video aerial surveys to compare pre-construction and post-construction distribution of RTD, the post-construction monitoring to extend to up to 3 years (which may be non-sequential upon agreement) • Survey designed to allow comparison with existing Liverpool Bay SPA surveys (such as Bradbury et al, 2011) and be of sufficient "power" to provide statistical confidence in the results • HiDef approach based on the survey intensity and frequency identified in the digital video aerial surveys carried out in 2011 for JNCC • Survey methodology for Burbo Extension agreed with MMO, NE and NRW • Surveys are taking place between November and March, as this is the key time of year for RTD in Liverpool Bay 7
  • 8. Power analysis • HiDef undertook a suite of digital aerial surveys in winter 2011 for JNCC to calculate power to detect change in SPA • This programme provides good basis for understanding how much survey is required to detect change at Burbo Bank Extension • This demonstrates that 2 surveys per winter with 17.5% coverage of the SPA will detect 33% decrease and 50% increase with sufficient power Scenario Coverage of site Number of surveys Decline to be detected Increase to be detected Power to detect change 1 5.83% 2 33% 50% 58.4% 2 17.5% 2 33% 50% 81.0% 3 5.83% 2 50% 100% 96.4% 4 17.5% 2 50% 100% 99.8% 8
  • 9. Objective 1 • To measure the displacement effect from Burbo Bank and Burbo Bank Extension and measure the displacement distance in 500 m bands from boundary • Eight transects at 2.75 km apart – this is approximately 20.2% coverage • Area surveyed five times per winter (monthly in Nov, Dec, Jan, Feb & Mar) • One survey season during pre-construction (now completed) and up to three during post- construction (2017/18 onwards) 9
  • 10. Objective 2 • To determine displacement effects of Burbo Bank Extension and other wind farms on RTD populations in Liverpool Bay SPA • 44 transects at 2.75km apart – this is approximately 18.6% coverage • Area surveyed twice per winter (monthly in Jan & Feb) • One survey season pre-construction (now completed) and up to three years post- construction 10
  • 11. The survey method • HiDef bespoke system designed for bird and marine mammal surveys • Uses a rig with four ultra high resolution video cameras (~ 500MPx) • Cameras always angled away from sun glare to stop data loss • Surveys flown at 550m (1800ft) to avoid flushing RTD and common scoter • Uses a resolution of 2cm GSD • Total strip width of 500m along continuous transects – avoids pseudo-replication of plot based approach 11
  • 12. Red-throated diver images from Liverpool Bay 12 Flock of 6 red-throated divers Red-throated diver flying south-west Red-throated diver with fish
  • 13. 13
  • 14. January 2015 SPA-wide survey summary of observations (circa 20% coverage) 14
  • 15. Data modelling • Analysis based on constructing density surface models (DSM) for RTD • Strip transects broken into 100s of ‘segments’ • Calculates abundance with upper and lower confidence intervals (CI) and coefficient of variance (CV) in fine matrix of grid cells • Modern modelling approach uses ‘Complex Regional Spatial Smoother’ (CReSS) • CReSS well-adapted for birds with patchy distribution, such as seabirds • This modelling approach has been used at one other UK offshore wind farm, as well as for a recent series of bird and marine mammal surveys for Marine Scotland
  • 16. Pre-construction survey report • The DSM will use bathymetry as a co- variate for diver distribution • Combines recent digital and historical visual aerial survey data going back to 2001 • Report on the ability of model to detect changes in RTD abundance around Burbo Bank and Burbo Bank Extension, as well as within the SPA • Report on the ability to detect displacement in 500m or 1km bands from Burbo Bank Extension • This is an example output from another wind farm site where this technique has been recently used 16
  • 17. Conclusions • Post consent monitoring that moves monitoring away from old FEPA-style Before and After Control Impact (BACI) licence conditions • Monitoring at the scale of the Liverpool Bay SPA is more meaningful for displacement than wind farm + buffer monitoring alone • Ability to incorporate previous (visual) aerial survey data into the baseline model • Digital aerial surveys allow the data to be subsequently re-analysed for other target species. 17
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