Environmental Internship Program - 2023 Booklet
OCEANS AND ATMOSPHERE Jaeda Woodruff ’25 GEOSCIENCES PROJECT TITLE Real-time Forecasting System for Hurricane Hazards and Risk ORGANIZATION(S) Hurricane Hazards and Risk Analysis Group, Department of Civil and Environmental Engineering, Princeton University MENTOR(S) Ning Lin, Professor of Civil and Environmental Engineering; Christine Blackshaw, Ph.D. candidate, Civil and Environmental Engineering; Avantika Gori, Ph.D. candidate, Civil and Environmental Engineering I compared the performance of various hurricane forecasting models from 2020-2022 and created a customizable forecasting tool trained on publicly available data. The tool uses a super ensemble approach, combining multiple independent models in a performancebased weighted average. This tool will be used to enable real-time, highly accurate hazard forecasting of factors such as wind speed, storm surge, rainfall and storm path on a county-bycounty basis without reliance on subjective forecasts. Through this research experience, I learned a range of skills including data analysis in the program Python and how to use simple machine-learning models to minimize error with multiple linear regression. I also gained insights into the strengths and weaknesses of our current forecasting abilities and the unusually active 2020 and 2023 hurricane seasons. I plan to extend my work with extreme weather over the next semester by researching the historical relationship between greenhouse gases and extreme weather formation. 94
Tienne Yu ’26 MOLECULAR BIOLOGY OCEANS AND ATMOSPHERE PROJECT TITLE Molecular Biology of the Marine Nitrogen Cycle ORGANIZATION(S) The Ward Lab, Department of Geosciences, Princeton University LOCATION(S) Princeton, New Jersey MENTOR(S) Bess Ward, William J. Sinclair Professor of Geosciences and the High Meadows Environmental Institute; Samantha Fortin, Postdoctoral Research Associate, Geosciences I worked with the Ward Lab to study the molecular underpinnings of the marine nitrogen cycle. My project focused on the nirK gene, which is involved in nitrite reduction, and the bacterial 16S gene, which is used to identify bacterial species. I contributed to two projects: a project studying the phylogeny and biogeography of bacterial species carrying the nirK gene, and a project studying nitrite oxidation in oxygen minimum zones, regions of the ocean with persistently low oxygen levels. For the first project, I organized and processed isolation source data of bacterial and archaeal nirK and assisted with creating a phylogenetic tree, a diagram that depicts the lines of evolutionary descent of genes from a common ancestor. For the second project, I optimized a PCR protocol for amplifying the 16S gene in water samples so that it can be sequenced to reveal the identities of the microorganisms within the samples. These results will provide a clearer understanding of how nitrite oxidation occurs in oxygen minimum zones. Through this internship, I gained valuable experience with molecular techniques and data processing and was introduced to oceanography and the marine nitrogen cycle. 95
- Page 43 and 44: Charlie Nuermberger ’25 COMPARATI
- Page 45 and 46: Jamie Rodriguez ’24 ENGLISH PROJE
- Page 47 and 48: Molly Taylor ’25 HISTORY Certific
- Page 49 and 50: Lily Weaver ’26 COMPUTER SCIENCE
- Page 51 and 52: Brooke Beers ’25 CIVIL AND ENVIRO
- Page 53 and 54: Sava Evangelista ’26 COMPUTER SCI
- Page 55 and 56: Alliyah Gregory ’25 ECOLOGY AND E
- Page 57 and 58: Noe Iwasaki ’26 UNDECLARED PROJEC
- Page 59 and 60: Chien Nguyen ’25 COMPUTER SCIENCE
- Page 61 and 62: Martina Qua ’25 CIVIL AND ENVIRON
- Page 63 and 64: Angelica She ’26 CIVIL AND ENVIRO
- Page 65 and 66: Sarina Wen ’26 CHEMICAL AND BIOLO
- Page 67 and 68: Rees Barnes ’26 ELECTRICAL AND CO
- Page 69 and 70: Leilani Bender ’24 CIVIL AND ENVI
- Page 71 and 72: Yagiz Devre ’26 COMPUTER SCIENCE
- Page 73 and 74: Helena Frudit ’25 MECHANICAL AND
- Page 75 and 76: John Kim ’25 PHYSICS Certificates
- Page 77 and 78: Nicholas Lim ’24 SCHOOL OF PUBLIC
- Page 79 and 80: Stephane Morel ’25 ELECTRICAL AND
- Page 81 and 82: Chloe Park ’25 CHEMISTRY Certific
- Page 83 and 84: Azhar Razin ’26 CHEMICAL AND BIOL
- Page 85 and 86: Maya Avida ’26 PHYSICS Certificat
- Page 87 and 88: Rebecca Cho ’26 GEOSCIENCES OCEAN
- Page 89 and 90: Dylan Epstein-Gross ’25 COMPUTER
- Page 91 and 92: Lindsay Anne Pagaduan ’26 CHEMIST
- Page 93: Sophia Villacorta ’24 GEOSCIENCES
- Page 97 and 98: Braeden Carroll ’26 CIVIL AND ENV
- Page 99 and 100: Ashley DeFrates ’25 CIVIL AND ENV
- Page 101 and 102: PROJECT TITLE Molecular Simulation
- Page 103 and 104: Wiley Kohler ’25 MATHEMATICS PROJ
- Page 105 and 106: Christopher Li ’26 CIVIL AND ENVI
- Page 107 and 108: Alyssa Ritchie ’25 CHEMISTRY Cert
- Page 109 and 110: Acknowledgments FUNDING FOR THE 202
Tienne Yu ’26<br />
MOLECULAR BIOLOGY<br />
OCEANS AND<br />
ATMOSPHERE<br />
PROJECT TITLE<br />
Molecular Biology of the<br />
Marine Nitrogen Cycle<br />
ORGANIZATION(S)<br />
The Ward Lab,<br />
Department of<br />
Geosciences,<br />
Princeton University<br />
LOCATION(S)<br />
Princeton, New Jersey<br />
MENTOR(S)<br />
Bess Ward,<br />
William J. Sinclair<br />
Professor of Geosciences<br />
and the High Meadows<br />
<strong>Environmental</strong> Institute;<br />
Samantha Fortin,<br />
Postdoctoral Research<br />
Associate, Geosciences<br />
I worked with the Ward Lab to study the<br />
molecular underpinnings of the marine nitrogen<br />
cycle. My project focused on the nirK gene, which<br />
is involved in nitrite reduction, and the bacterial<br />
16S gene, which is used to identify bacterial<br />
species. I contributed to two projects: a project<br />
studying the phylogeny and biogeography of<br />
bacterial species carrying the nirK gene, and<br />
a project studying nitrite oxidation in oxygen<br />
minimum zones, regions of the ocean with<br />
persistently low oxygen levels. For the first<br />
project, I organized and processed isolation<br />
source data of bacterial and archaeal nirK and<br />
assisted with creating a phylogenetic tree, a<br />
diagram that depicts the lines of evolutionary<br />
descent of genes from a common ancestor. For<br />
the second project, I optimized a PCR protocol<br />
for amplifying the 16S gene in water samples so<br />
that it can be sequenced to reveal the identities<br />
of the microorganisms within the samples. These<br />
results will provide a clearer understanding of<br />
how nitrite oxidation occurs in oxygen minimum<br />
zones. Through this internship, I gained valuable<br />
experience with molecular techniques and data<br />
processing and was introduced to oceanography<br />
and the marine nitrogen cycle.<br />
95