Publications
Explore WARC's science publications.
Filter Total Items: 3509
Mangrove ecosystems: Importance, threats and opportunities for restoration Mangrove ecosystems: Importance, threats and opportunities for restoration
Mangroves are crucial for biodiversity conservation, coastal protection, and supporting local livelihoods. Mangroves may also protect coasts from storms and rising sea levels and can play a major role in climate mitigation. Threats to their health include activities such as infrastructural development, urban encroachment, aquaculture and crop farming, and oil and gas exploration. We...
Authors
Elijah I. Ohimain, Robert Eugene Turner, Beth A. Middleton
Hyperspectral retrieval of phytoplankton absorption and community composition from NASA’s PACE-OCI in estuarine–coastal waters using a hybrid framework combining mixture-of-experts and Variational Autoencoder Hyperspectral retrieval of phytoplankton absorption and community composition from NASA’s PACE-OCI in estuarine–coastal waters using a hybrid framework combining mixture-of-experts and Variational Autoencoder
Retrieving the phytoplankton absorption coefficient (aphy; m−1), one of the most spectrally rich inherent optical properties, remains challenging in optically complex coastal waters worldwide. Leveraging NASA's new hyperspectral mission, PACE, we introduce Hyper-MoE-VAE, a deep-learning architecture that integrates a Mixture-of-Experts with a Variational Autoencoder to retrieve high...
Authors
Xingyu Bai, Bingqing Liu, Jiang Li, Yuanheng Xiong, Eurico J. D'Sa, Melissa Millman Baustian, Xiaodong Zhang, Brice K. Grunert, Chisom O. Emeghiebo, Cassie Glasspie, Xu Yuan
Short-term estuarine phytoplankton dynamics in response to hurricanes along the Gulf Coast of America: A Variational Autoencoder (VAE) approach with satellite and bio-optical observations Short-term estuarine phytoplankton dynamics in response to hurricanes along the Gulf Coast of America: A Variational Autoencoder (VAE) approach with satellite and bio-optical observations
Hurricanes drive diverse estuarine phytoplankton responses and can trigger cascading ecological and physicochemical impacts. Capturing these short-term dynamics requires high spatiotemporal resolution. Here, we applied a globally-applicable coastal ocean color algorithm, Variational Autoencoder (VAE), to Sentinel-2 MSI imagery for chlorophyll-a (Chl-a) estimation and validated its strong
Authors
Jiang Li, Bingqing Liu, Jiadong Lou, Xu Yuan, Eurico J. D'Sa, Melissa Millman Baustian, Megan La Peyre, Angelina Freeman, Vitor S. Martins, Emad Habib
Future aquatic invaders of the Northeast U.S.: How climate change, human vectors, and natural history could bring southern and western species north Future aquatic invaders of the Northeast U.S.: How climate change, human vectors, and natural history could bring southern and western species north
As environmental conditions change, land managers are increasingly concerned about the potential for new aquatic invasive species to move into their jurisdictions. Because managers may have limited resources, detecting invasive species early is important as prevention is more effective and less costly than ongoing mitigation of established populations. Tools built to assist early...
Authors
Catherine S. Jarnevich, Peder Engelstad, Shelby K. LeClare, Richard D. Inman, Ian A. Pfingsten, Wesley M. Daniel
Ecogeomorphic feedbacks influence elevation change across microtidal wetland settings of coastal Louisiana Ecogeomorphic feedbacks influence elevation change across microtidal wetland settings of coastal Louisiana
No abstract available.
Authors
Carol Wilson, Tracy Quirk, Donald R. Cahoon, Gregg A. Snedden, Leigh Anne Sharp
Global framework for communication of biological invasion risks Global framework for communication of biological invasion risks
Biological invasions, driven by the spread of non-native species, have become a critical global issue because of their far-reaching ecological and socioeconomic impacts. Effective communication of the risks of biological invasions is essential for implementing robust policy and legislation and gaining public support for conservation efforts. However, current policies often suffer from
Authors
Lorenzo Vilizzi, Vettath R. Suresh, Daniela Giannetto, Jeffrey E. Hill, Wesley M. Daniel, João G. Monteiro, Lennart Edsman, Hassan Sh Elmi, Ahmed Ibrahim Awale, Elnaz Najafi-Majd, Ramazan Mammadov, Sapto Andriyono, Djumanto, Mohammad Noor Azmai, Abdulwakil Saba, Belma K. Stroil, Avdul Adrović, Anna Vila-Gispert, Dani Boix, Oldřich Kopecký, Vilém Pavlu, Dragana Milošević, Danka Caković, Henrik Holbech, Kim Lundgreen, Juliane Lukas, Harald Ahnelt, Merike Linnamägi, Mehis Rohtla, David Almeida, Roberto Mendoza, Allan S. Gilles, Richard Thomas D. Pavia, Elisabeth Knudsen, Leivur J. Hansen, Philippe Goulletquer, Amelia Curd, Ivan Špelić, Jón E. Jónsson, Höskuldur Thráinsson, Angela Boggero, Mihails Pupins, Artūrs Škute, Lukas Petrulaitis, Ilona Jukonienė, Gábor Herczeg, Árpád Ferincz, Hugo Verreycken, Rob S.E.W. Leuven, Martin Malmstrøm, Gaute Velle, Trobjon Makhkamov, Akramjon Yuldashev, Dariusz Pietraszewski, Lidia Marszał, João Canning-Clode, Mariele Pasuch de Camargo, Cristina Preda, Daniyar Memedemin, Rigers Bakiu, Silvia Bakiu, Kristína S. Švolíková, Barbora Števove, Luka Duniš, Petra Kristan, Predrag Simonović, Radoslav Dekić, Riikka Puntila-Dodd, Miia Jauni, Karin H. Olsson, Kieu Anh Ta, Thuyet D. Bui, Baran Yoğurtçuoğlu, Sevan Ağdamar, Bahadir Yuldashov, Peyzulla Khydyrov, Leonidas Vardakas, Nicholas Koutsikos, Costas Perdikaris, Dzmitry Lukashanets, Oleg Borodin, Eliza Uzunova, Dimitriy Dashinov, Georgii Lazkov, Myskalai Ganybaeva, Daniya Ualiyeva, Raushan Zharmukhametova, Milica Ristovska, Aleksandra Cvetkovska Gjorgjievska, Burenbaatar Ganbaatar, Solongo Khadbaatar, Vadim E. Panov, Oleh Marenkov, Nurali Saidov, Mekhrovar Okhonniyozov, Yuriy Kvach, Volodymyr Yuryshynets, Marine Arakelyan, Hasmik Khachatryan, Levan Mumladze, Bella Japoshvili, Renanel Pickholtz, Tal Gavriel, Usman Atique, Muhammad Altaf, Sonia Iqbal, Zainab Al-Wazzan, Sahar Chebaane, Mohammad Hamid Hamdard, Abdul Rahman Osmani, Seyed Daryoush Moghaddas, Jamileh Javidpour, Mariyam Nashath, Faruhana Abdullah, Hari Prasad Sharma, Bharat Babu Shrestha, Vandana Vibhakaran, Shams M. Galib, Md. Abdul Gofur Khan, Udaya Priyantha Epa, Nadiya Cassim, Mahanama De Zoysa, Ratcha Chaichana, Kamalaporn Kanongdate, Nyein Chan, La Minn Ko Ko, Jigdrel Dorji, Chhimi Dorji, Khaml Inkhavilay, Chanhvilay Somvongsa, Kim Soben, Yutha Nida, Yohannes B. Tesfay, Bikila W. Dullo, Chulhong Oh, Youngjun Park, Shan Li, Hui Wei, Akihiko Koyama, Atsuhiko Isobe, Marina Piria
Modeling carbon fluxes in tidal forested wetlands in the Mississippi river deltaic plain under various hydrologic conditions: Implications for river diversions Modeling carbon fluxes in tidal forested wetlands in the Mississippi river deltaic plain under various hydrologic conditions: Implications for river diversions
Our understanding of the impacts of climate change, sea-level rise (SLR), and freshwater management on the magnitude and variability of carbon fluxes in tidal forested wetlands remains limited. In this study, we applied a process-driven wetland biogeochemistry model, Wetland Carbon Assessment Tool—DeNitrification-DeComposition (WCAT-DNDC) model to explore responses of carbon fluxes in...
Authors
Hongqing Wang, Ken W. Krauss, Gary P. Shaffer, Brett Patton, Daniel Kroes, Gregory E. Noe, Zhaohua Dai, Lindsey Dettwiller, Carl C. Trettin
Best practice guidelines for targeted environmental DNA-based proficiency testing in non-regulatory contexts Best practice guidelines for targeted environmental DNA-based proficiency testing in non-regulatory contexts
The effective use of environmental DNA (eDNA) tools is contingent on strict adherence to established and validated methods. Differences in eDNA methods and quality assurance protocols may contribute to variability in results. However, quality assurance measures such as proficiency testing can provide independent evaluation of laboratory performance against pre-established test criteria...
Authors
Margaret Hunter, Adam Sepulveda, Dianne M. Gleeson, Alejandro Trujillo-Gonzalez, Caren C. Helbing, Helen C. Rees, Devin Nicole Jones-Slobodian, Rachel C. Miliano, Toshifumi Minamoto, Susanna Theroux, Cecilia Villacorta Rath, Taylor Wilcox, Hiroki Yamanaka, Katy E. Klymus
21st-century mangrove expansion along the southeastern United States 21st-century mangrove expansion along the southeastern United States
Warming winter temperatures are driving range expansion of tropical, cold-sensitive mangroves into temperate ecosystems. Along the Atlantic coast of North America, the mangrove range limit is particularly sensitive to climate variability and historical data demonstrate that the mangrove-salt marsh ecotone on this coast has shifted recurrently during recent centuries. However, a...
Authors
Lucia I.A. Enes Gramoso, Dustin Carrol, Kyle C. Cavanaugh, Remi Bardou, Michael J. Osland, Tom Van der Stocken
Phytoplankton biomass dynamics in wet (2019) and dry (2023) years in Lake Pontchartrain estuary, Louisiana from Sentinel 2-MSI and PACE-OCI observations Phytoplankton biomass dynamics in wet (2019) and dry (2023) years in Lake Pontchartrain estuary, Louisiana from Sentinel 2-MSI and PACE-OCI observations
This study provides a comprehensive assessment of phytoplankton biomass dynamics in Lake Pontchartrain, Louisiana, by combining monthly water quality data with multispectral and hyperspectral satellite observations using a machine learning algorithm. A machine learning model based on Variational Autoencoder (VAE), globally applicable, was used to estimate phytoplankton biomass via...
Authors
Shiwani Shrestha, Bingqing Liu, Jiang Li, Wei Huang, Melissa Millman Baustian, Eurico J. D'Sa, Sibel Bargu, Francesca Messina, Ioannis Y. Georgiou, Abhishek Kumar, Angelina Freeman, Scott Mize
Biologging to identify nesting and non-nesting emergences for four species of imperiled sea turtles Biologging to identify nesting and non-nesting emergences for four species of imperiled sea turtles
Quantifying sea turtle nesting behavior is essential for recovery planning and evaluating management actions. Traditional monitoring approaches, based on nest counts from beach surveys, can misclassify non-nesting emergences, obscure true fecundity, and underestimate clutch frequency, metrics that directly influence population models and regulatory decisions. Here, we demonstrate that...
Authors
Kristen Hart, Connor F. White, Donna J. Shaver, Margaret Lamont, Michael Cherkiss, Andrew G. Crowder, Nicholas M. Whitney
Early season tropical cyclones affect birds breeding on a barrier island Early season tropical cyclones affect birds breeding on a barrier island
Animal populations often experience acute natural disturbances, most of which are connected to short—term weather events. Occurrences of early—season tropical cyclones during the peak of the avian breeding season are likely to increase with climate change, which can substantially impact populations of coastal breeding birds at multiple scales. To understand the acute impacts of severe...
Authors
Theodore J. Zenzal, Amanda Nicole Anderson, Brock Geary, Jessica Schulz, Robert C. Dobbs, Wylie C. Barrow, Hardin Waddle