2. Studying Drivers of Biodiversity Change
• Many potential drivers: land use change, direct
exploitation, climate change, sea level change…
• Anticipate future change: requires present-day
model, and future projections of drivers
• Document change to date: requires detailed
before-and-after views of distributions,
abundances, and/or conservation status
• We will explore both of these approaches…
3. Point-based Distributional Data
• Definition: data records placing a particular
species at a particular location at a particular
point in time
• Primary data – this is the basis of all other
distributional data
• Abundant – millions of specimens, probably
billions of observations are ‘out there’
• Major initiatives – ORNIS, eBird, GBIF, etc.
• Dimensionless – a point has no area; biodiversity
‘points’ have only a basement level of uncertainty
• Useful at any resolution above the basement
level of uncertainty
6. Ecological Niche Modeling
• Empirical, data-driven
search for associations
between occurrence
and environment
• Significant predictive
ability in hundreds of
studies
28. Significant Drivers of Turnover
• Observed precipitation change – NO
significant effect
• Observed temperature change – YES – strong
significant effects
• Human impact on landscapes – NO significant
effect
• BUT – results are coarse in nature …
44. "Oldmexicocity" by Juan Gómez de Trasmonte, 1628 (d. 17th century) - Mexico Maxico. Licensed under Public Domain via
Commons - https://commons.wikimedia.org/wiki/File:Oldmexicocity.jpg#/media/File:Oldmexicocity.jpg
45.
46.
47.
48.
49.
50.
51. Gran Canal outlet
in Zumpango: «Cajas
del desagüe del gran canal
(1)» de Marrovi - Trabajo
propio. Disponible bajo la
licencia CC BY-SA 3.0 vía
Wikimedia Commons -
https://commons.wikimedia.o
rg/wiki/File:Cajas_del_desag
%C3%BCe_del_gran_canal_(1
).JPG#/media/File:Cajas_del_
desag%C3%BCe_del_gran_ca
nal_(1).JPG
52.
53. Misantla, Veracruz
• 2012 thesis in the
Facultad de Ciencias,
UNAM
• Site well known and
well characterized
from early
ornithological
collections…
56. Misantla 1850-present
"Battle of Veracruz" by Adolphe Jean-Baptiste Bayot - Originally published in The War Between the United States and
Mexico, Illustrated, 1851. Licensed under Public Domain via Commons -
https://commons.wikimedia.org/wiki/File:Battle_of_Veracruz.jpg#/media/File:Battle_of_Veracruz.jpg
64. Biodiversity Informatics Training
Curriculum Courses
• Data Capture
• Biodiversity Inventories
• Data Cleaning
• Data Publishing
• Biodiversity Data Analysis
• Species Descriptions
• Using R
• Using QGIS
• Possibly modules on
Refine, EstimateS (under
development)
• Public Health
Applications
• Ecological Niche
Modeling
• National Biodiversity
Diagnoses
• Conservation
Implementation
• Building Biodiversity
Informatics Institutions
68. BITC Version 1.1
• The curriculum is basically complete
– 500+ videos make up the present curriculum
version, covering topics from data capture to
building institutions
• The curriculum is available
– online via the project webpage
– in pdf format via Biodiversity Informatics (soon to
appear)
– on USB keys and in DVD formats (by request)
69. Summary
• Biodiversity is highly dynamic, but the natural
dynamics are augmented by anthropogenic
change in recent decades
• Studying biodiversity change is complex:
– Future projections are hypothetical and hard to test
– Assessments of change already realized are highly
dependent on before-and-after datasets
• Creativity is key in making these studies possible
• Access to abundant and comprehensive data is
crucial to any advances