Forecasting coral reef resilience to bleaching in the Coral Triangle with machine-learning

NOTE: There are GOBS of pictures on this page, so it may momentarily crash your computer while loading (or not open at all if you have a slow internet connection).

Map compliments of WWF

Map compliments of WWF

I have recently initiated collaborations with Drs. Victor Tizcon of the Institute of Biological Sciences of the University of the Philippines-Los Banos and Gino Limmon of Ambon, Indonesia's Pattimura University.

In this project, which is currently being considered for funding by the National Geographic Society as part of their "Explorers" program, I propose to sample corals on reefs spanning a spectrum of bleaching resilience, from bleaching-sensitive to bleaching-resistant, in both Indonesia and the Philippines. I am particularly interested in working more in these "Coral Triangle" nations because they encompass the world's most biodiverse, and, in my subjective opinion, beautiful coral reefs. As the two largest archipelagos on Earth, they also contain more reef acreage than anywhere else; this unfortunately means they stand to lose the most in the coming decades, as global seawater temperatures continue to rise. For more details of this project, which features the development and field employment of a "bleaching susceptibility index" that would enable us to predict which corals will bleach in response to unfavorable environmental conditions and which will not, please see this document

And if you don't think these are reefs worth saving, check out some of my pics from my April 2018 trip to Maluku, Indonesia:

Some good diving can be done right outside of the "big" city of Kota Ambon

Air Manis (Ambon Bay, near airport)

Rhino City (Ambon Bay, near airport)

Laha-2 (Ambon Bay, near airport)

Ambon, the "big" city of Maluku, is actually a pretty beautiful, tranquil place (aside from the horrendous traffic jams [not shown])

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A 6-hr ferry from Ambon takes you to the lovely Banda Islands. I am slowly but surely processing my amazing photos from this trip (late-April 2018). 

Banda Islands dive #1: Tanjung Serang/PIsang (Banana Island)

Second dive in the Banda Islands-Lava Flow. This ranks in my top five dives of ALL time (and the only of the top five for which I have extensive photographic evidence to support my claim!)

Band Islands dive #3: Lighthouse (near Bandaneira)

Banda Islands dive #5: "airport"

Banda Islands dive #6: "Lighthouse" (round 3)

Banda Islands dive #7: Pulau Ai-site 1

Banda Islands dive #8: second dive at Pulau Ai. Another "top-5" dive of my life.

Banda Islands dive #9 (the last one, sadly): Batu Kapul. I actually thought this site was over-rated, but the local divemasters all seemed to love it!