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From photos to data:
an introduction to image cataloging
as a tool for biodiversity
Claude Nozères

email: claudenozeres@gmail.com

Fisheries and Oceans Canada, Maurice Lamontagne Institute
850 route de la mer, Mont-Joli, QC, Canada G5H 3Z4
This is not a software review


Default programs on PCs:
 MS PhotoEditor
 Windows Live Photo Gallery
 Apple iPhoto



Other software
 Google Picasa (free, basic)
 IrfanView (free, basic)
 Adobe Photoshop (expensive, complicated)
This is about work
examples
recent cases with biodiversity projects: using
catalogs to turn photos into reliable data
 all examples done with Adobe Lightroom

Case study 1
Conservation zones
Several areas in the St. Lawrence are of
special interest for marine life
 high biological productivity

 diversity of benthic habitats



Q: how to document the biodiversity?
Surveys: grabs & tow
camera
shrimp often seen
in bottom photos
Benthic sled photo transects
• photo of sea bottom every 10 s.
• identify and count epifauna in view

keywords: photo 2006, Pandalus borealis,
Ophiura sarsii,

individual photos by transect
(yellow thumbnails are endpoints)
keywords: photo 2007, Leptasterias polaris...
IKU Grab photos

keywords: tray, grab IKU 2008

keywords: sediment, grab, grab IKU 2008

keywords: Neoamphitrite groenlandica,
Polychaeta, Terebellidae, grab IKU 2008
The problem: many images


At first, a solution was sought for
organizing the underwater photos
 selecting good shots for analysis
 adding or correcting dates and locations



However, the sampling surveys also had
photos (field samples, lab examination)
 these were very useful to consult for

questions about species and stations
Case Study 2
Trawl bycatch
 Capture a large diversity of organisms
 Taxonomic expertise not available while at sea



Q: how to record the diversity in bycatch?
Non-commercial species in capture
Capture sorted by type
Giving an initial ID based on photos

posters produced using
files in an image catalog
Individual images by type
do not need a
photo for every
specimen, but
useful for new or
uncertain species
keywords: unknown, Ascidiacea, TE-008
The problem: effort for species
ID
no time to identify all taxa while at sea
 BUT need a name & a weight to record


 sort by types, give names, take photos
 save some specimens for validation later



later in the lab, can give correct names
 photos show original appearance & colour

 photos can help to correct data, e.g., counts
Solutions: image management


Digital Asset Management (DAM) for images & their data
 browsing (sorting & comparing)
 organizing (grouping)
 editing (image properties)



DAM makes use of standardized types of metadata
 intended for commercial photography
 can exploit these data fields for marine projects
Image metadata—info. on
photos

Data fields are useful for sorting and comparing:
capture date (EXIF) – original camera clock date
 keyword (IPTC)– subject tags for species, scenes
 location (IPTC) – tag for station name
 GPS (EXIF) latitude and longitude coordinates


example of filtering for metadata in a Lightroom image catalog
Why an image catalog?


browser: metadata in images read as they
are being examined
 e.g., Windows Explorer, Photoshop (Bridge)



catalog: metadata in images is also stored
in a database, or catalog, file
 can do more with organization & tagging
 can work with files offline (files not present)
 NB: all work here is with Lightroom catalogs
Image catalogs: added
value
It takes work to tag & organize photos in a catalog!
Benefits include:
 rapid browsing and comparison of photos
 quick confirmation of correct names or values, such
as date, species, station, or GPS coordinates
 bulk export of image data into database archives and
for use in data analyses
 easier to generate graphic products on-demand,
e.g., posters and photo galleries
Benefits: ‘Discovered
species’
By comparing image results across surveys, several
lesser-known species were discovered or corrected
from the established records and literature for the region
Notable examples in St. Lawrence Estuary
•
•
•
•
•
•

bivalves: Mya pseudoarenaria; Panomya vs. Mya truncata
large deepwater amphipod: Neohela monstrosa
sea cucumber: Pentamera calcigera
brittlestars: Ophiacantha, Stegophiura, Amphiura
sea anemones: Actinostola callosa (not Actinauge)
sea pens: Anthoptilum grandiflorum (not Pennatula)
revealed in 2011
Discovering from catalogs
Actinostola
(not Actinauge)

Anthoptilum
(not Pennatula)

photo 2006

Actinostola

trawl 2006

Actinauge

Difficult to ID sea
anemones in
underwater
photos - finally
validated with
trawl photos
Easy to return to
catalog and
update records,
species keyword

photo 2006

Gulf 8/2011

DFO surveys in
2011 revealed
errors in sea
pens–was easy
to confirm in the
image catalog
Confusion with
sea pens dates
back to 1919
Discovering from public
images


Blog: BIO’s Offshore Benthic Ecology Group did
a cruise blog in June 2011
 posted images while at sea—became inspiration to

confirm Anthoptilum from captures in the St. Lawrence


Article (Belley et al. 2010) contained images –
revealed errors in ID
 errors would have continued if kept to internal reports

or publications without images


Photogallery: export images to a web gallery
 when errors are discovered, update catalog & re-export
Web photogallery: CaRMS

file export

• IML collection in LR catalog
• export key images to CaRMS
Exporting data for analyses


Lightroom uses a sqlite3 database engine
 provides a graphical interface for easy to do queries & edits



built-in data tools are limited, but the user community
has produced shareware plugins (donation/small fee)
 Photographer’s Toolbox
 jfriedl (Jeffrey’s Lightroom Goodies)



in current projects, exported text (csv) is put to use in
Excel, Access, Oracle (w/Spatial Database Engine),
and Primer (multivariate analyses)
The Photographer’s toolbox
Summary
 standard metadata was used to tag images in

a Lightroom catalog
 browsing catalog images across surveys
resulted in more species being identified
 exporting images for public viewing provided
opportunities for verification
 exporting image metadata enabled their use
in external databases for analyses
Key resources


The DAM Book by Peter Krogh, also a forum:
http://www.thedambook.com/smf/index.php



Best practices for digital photography
(website)http://www.dpbestflow.org/



Adobe Photoshop Lightroom 3: The Missing FAQ
by Victoria Bampton (paper & PDF)



CaRMS photogallery user guide, Kennedy et al.
2011. DFO Tech. Rep. 2933. (paper & PDF)



NIDM image data guide (report to be published)

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Image cataloging as a tool for marine biodiversity discovery

  • 1. From photos to data: an introduction to image cataloging as a tool for biodiversity Claude Nozères email: claudenozeres@gmail.com Fisheries and Oceans Canada, Maurice Lamontagne Institute 850 route de la mer, Mont-Joli, QC, Canada G5H 3Z4
  • 2. This is not a software review  Default programs on PCs:  MS PhotoEditor  Windows Live Photo Gallery  Apple iPhoto  Other software  Google Picasa (free, basic)  IrfanView (free, basic)  Adobe Photoshop (expensive, complicated)
  • 3. This is about work examples recent cases with biodiversity projects: using catalogs to turn photos into reliable data  all examples done with Adobe Lightroom 
  • 4. Case study 1 Conservation zones Several areas in the St. Lawrence are of special interest for marine life  high biological productivity  diversity of benthic habitats  Q: how to document the biodiversity?
  • 5. Surveys: grabs & tow camera shrimp often seen in bottom photos
  • 6. Benthic sled photo transects • photo of sea bottom every 10 s. • identify and count epifauna in view keywords: photo 2006, Pandalus borealis, Ophiura sarsii, individual photos by transect (yellow thumbnails are endpoints) keywords: photo 2007, Leptasterias polaris...
  • 7. IKU Grab photos keywords: tray, grab IKU 2008 keywords: sediment, grab, grab IKU 2008 keywords: Neoamphitrite groenlandica, Polychaeta, Terebellidae, grab IKU 2008
  • 8. The problem: many images  At first, a solution was sought for organizing the underwater photos  selecting good shots for analysis  adding or correcting dates and locations  However, the sampling surveys also had photos (field samples, lab examination)  these were very useful to consult for questions about species and stations
  • 9. Case Study 2 Trawl bycatch  Capture a large diversity of organisms  Taxonomic expertise not available while at sea  Q: how to record the diversity in bycatch?
  • 12. Giving an initial ID based on photos posters produced using files in an image catalog
  • 13. Individual images by type do not need a photo for every specimen, but useful for new or uncertain species keywords: unknown, Ascidiacea, TE-008
  • 14. The problem: effort for species ID no time to identify all taxa while at sea  BUT need a name & a weight to record   sort by types, give names, take photos  save some specimens for validation later  later in the lab, can give correct names  photos show original appearance & colour  photos can help to correct data, e.g., counts
  • 15. Solutions: image management  Digital Asset Management (DAM) for images & their data  browsing (sorting & comparing)  organizing (grouping)  editing (image properties)  DAM makes use of standardized types of metadata  intended for commercial photography  can exploit these data fields for marine projects
  • 16. Image metadata—info. on photos Data fields are useful for sorting and comparing: capture date (EXIF) – original camera clock date  keyword (IPTC)– subject tags for species, scenes  location (IPTC) – tag for station name  GPS (EXIF) latitude and longitude coordinates  example of filtering for metadata in a Lightroom image catalog
  • 17. Why an image catalog?  browser: metadata in images read as they are being examined  e.g., Windows Explorer, Photoshop (Bridge)  catalog: metadata in images is also stored in a database, or catalog, file  can do more with organization & tagging  can work with files offline (files not present)  NB: all work here is with Lightroom catalogs
  • 18. Image catalogs: added value It takes work to tag & organize photos in a catalog! Benefits include:  rapid browsing and comparison of photos  quick confirmation of correct names or values, such as date, species, station, or GPS coordinates  bulk export of image data into database archives and for use in data analyses  easier to generate graphic products on-demand, e.g., posters and photo galleries
  • 19. Benefits: ‘Discovered species’ By comparing image results across surveys, several lesser-known species were discovered or corrected from the established records and literature for the region Notable examples in St. Lawrence Estuary • • • • • • bivalves: Mya pseudoarenaria; Panomya vs. Mya truncata large deepwater amphipod: Neohela monstrosa sea cucumber: Pentamera calcigera brittlestars: Ophiacantha, Stegophiura, Amphiura sea anemones: Actinostola callosa (not Actinauge) sea pens: Anthoptilum grandiflorum (not Pennatula) revealed in 2011
  • 20. Discovering from catalogs Actinostola (not Actinauge) Anthoptilum (not Pennatula) photo 2006 Actinostola trawl 2006 Actinauge Difficult to ID sea anemones in underwater photos - finally validated with trawl photos Easy to return to catalog and update records, species keyword photo 2006 Gulf 8/2011 DFO surveys in 2011 revealed errors in sea pens–was easy to confirm in the image catalog Confusion with sea pens dates back to 1919
  • 21. Discovering from public images  Blog: BIO’s Offshore Benthic Ecology Group did a cruise blog in June 2011  posted images while at sea—became inspiration to confirm Anthoptilum from captures in the St. Lawrence  Article (Belley et al. 2010) contained images – revealed errors in ID  errors would have continued if kept to internal reports or publications without images  Photogallery: export images to a web gallery  when errors are discovered, update catalog & re-export
  • 22. Web photogallery: CaRMS file export • IML collection in LR catalog • export key images to CaRMS
  • 23. Exporting data for analyses  Lightroom uses a sqlite3 database engine  provides a graphical interface for easy to do queries & edits  built-in data tools are limited, but the user community has produced shareware plugins (donation/small fee)  Photographer’s Toolbox  jfriedl (Jeffrey’s Lightroom Goodies)  in current projects, exported text (csv) is put to use in Excel, Access, Oracle (w/Spatial Database Engine), and Primer (multivariate analyses)
  • 25. Summary  standard metadata was used to tag images in a Lightroom catalog  browsing catalog images across surveys resulted in more species being identified  exporting images for public viewing provided opportunities for verification  exporting image metadata enabled their use in external databases for analyses
  • 26. Key resources  The DAM Book by Peter Krogh, also a forum: http://www.thedambook.com/smf/index.php  Best practices for digital photography (website)http://www.dpbestflow.org/  Adobe Photoshop Lightroom 3: The Missing FAQ by Victoria Bampton (paper & PDF)  CaRMS photogallery user guide, Kennedy et al. 2011. DFO Tech. Rep. 2933. (paper & PDF)  NIDM image data guide (report to be published)

Editor's Notes

  1. There are a number of new regional species that were found by examining the catalogWill touch on two of the more surprising cases, of large, abundant invertebrates in the deep, silty channel