Article
Geosciences, Multidisciplinary
Toby K. Westberry, Greg M. Silsbe, Michael J. Behrenfeld
Summary: Phytoplankton photosynthesis and organic matter production play a crucial role in marine ecosystems, and satellite-based models for estimating GPP and NPP have been the most practical means to analyze their dynamics on a global scale. This review explores the efforts made in modeling GPP and NPP from remote sensing measurements, highlighting their scientific findings and discussing validation efforts. It also presents a vision for future research, identifying the remaining barriers to improving satellite estimates of GPP and NPP.
EARTH-SCIENCE REVIEWS
(2023)
Article
Geochemistry & Geophysics
Giuseppe Zibordi, Jean-Francois Berthon, Marco Talone, Juan I. Gossn, David Dessailly, Ewa Kwiatkowska
Summary: The accuracy of marine data products derived from the Ocean and Land Color Instrument (OLCI-A) on the Copernicus Sentinel 3A satellite was assessed using in situ reference measurements from various European Seas. The evaluation showed that satellite-derived absorption, diffuse attenuation, and backscattering coefficients had substantial accuracy, while underestimates were observed for the absorption coefficients of non-water constituents and colored dissolved organic matter.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
(2023)
Article
Meteorology & Atmospheric Sciences
Gerald G. Mace, Alain Protat, Ruhi S. Humphries, Simon P. Alexander, Ian M. McRobert, Jason Ward, Paul Selleck, Melita Keywood, Greg M. McFarquhar
Summary: The properties of Southern Ocean liquid phase non-precipitating clouds were studied using shipborne data collected during specific campaigns. The clouds in the Southern Ocean tended to have larger liquid water paths, smaller effective radii, and higher number concentrations compared to typical values of eastern ocean basin stratocumulus clouds. They also demonstrated a sensitivity to seasonal biogenic aerosol production in high latitude areas. Along with distinct bimodal characteristics, these clouds showed different modes of behavior depending on the aerosol environment.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
(2021)
Article
Environmental Sciences
L. C. Matthes, S. Belanger, B. Raulier, M. Babin
Summary: This study examines the impact of deep subsurface chlorophyll maxima (SCMs) on surface chlorophyll a (Chl a) estimates and net primary production (NPP) algorithms in the Arctic Ocean. The results show that SCMs significantly influence spectral reflectance, leading to an increase in Chl a estimates. Furthermore, the inclusion of SCMs reduces the difference between predicted and measured NPP estimates during the post-bloom period. These findings highlight the importance of considering SCMs in satellite-based NPP estimates in the Arctic.
REMOTE SENSING OF ENVIRONMENT
(2023)
Article
Environmental Sciences
Srinivas Kolluru, Surya Prakash Tiwari, Shirishkumar S. Gedam
Summary: This study investigates methods for inverting spectral remote sensing reflectance to inherent optical properties and introduces hybrid inversion approaches. Evaluation of various algorithms revealed that the Quasi-Analytical Algorithm and Generalized Inherent Optical Property models perform better in deriving absorption spectrum from remote sensing reflectance. Hybrid models combining SAAs and ADAs demonstrate more accurate retrieval of absorption subcomponents.
Article
Environmental Sciences
Yung-Yen Shih, Fuh-Kwo Shiah, Chao-Chen Lai, Wen-Chen Chou, Jen-Hua Tai, Yu-Shun Wu, Cheng-Yang Lai, Chia-Ying Ko, Chin-Chang Hung
Summary: Satellite-based observations of primary production are widely used to assess phytoplankton carbon fixation rate in the global ocean. However, discrepancies between in situ measurements and satellite-based observations may occur due to differences in the assumption of primary productivity vertical distribution and the depth of the euphotic zone. This study compared PP values obtained from in situ measurements and satellite-based observations at the SEATS station, finding that PP values during the NE-monsoon were higher than those during the SW-monsoon, potentially due to vertical advection of inorganic nutrients. The analysis showed that in situ measurements were generally lower than satellite-based observations by about 50%, primarily due to differences in euphotic zone depth.
FRONTIERS IN MARINE SCIENCE
(2021)
Article
Biodiversity Conservation
Lin Deng, Wen Zhou, Jie Xu, Wenxi Cao, Jianzu Liao, Jun Zhao
Summary: This study estimated the size-fractionated phytoplankton primary production (PP) in the Northern South China Sea (NSCS) using hyperspectral absorption and irradiance data. The estimated results showed good agreement with in-situ measurements. The derived PP profiles exhibited different spatial distribution patterns in coastal and open ocean areas.
ECOLOGICAL INDICATORS
(2022)
Article
Environmental Sciences
Huizeng Liu, Xianqiang He, Qingquan Li, Susanne Kratzer, Junjie Wang, Tiezhu Shi, Zhongwen Hu, Chao Yang, Shuibo Hu, Qiming Zhou, Guofeng Wu
Summary: The study proposes a hybrid approach for estimating UV Rrs from visible bands and evaluates its performance using in situ and satellite data, showing high accuracy in both clear open ocean and optically complex waters. The model-estimated UV Rrs may improve the accuracy of absorption coefficients in semi-analytical IOPs algorithm, indicating great potential for reconstructing UV Rrs data and enhancing IOPs retrieval for historical satellite sensors.
REMOTE SENSING OF ENVIRONMENT
(2021)
Article
Agronomy
Gabriela Shirkey, Ranjeet John, Jiquan Chen, Kyla Dahlin, Michael Abraha, Pietro Sciusco, Cheyenne Lei, David E. Reed
Summary: This study demonstrates the capability of fine-resolution imagery and red-edge vegetation indices to characterize GPP in Midwest cropping systems. The results indicate that fine-resolution imagery provides more accurate information on GPP in heterogeneous croplands.
AGRICULTURAL AND FOREST METEOROLOGY
(2022)
Article
Remote Sensing
Michael J. Sayers, Gary L. Fahnenstiel, Robert A. Shuchman, Karl R. Bosse
Summary: A new remote sensing approach with a depth-integrated model was developed to estimate global freshwater carbon fixation from satellite observable lakes. Results showed that areal carbon fixation during the growing season decreases with increasing latitude in both hemispheres, with higher fixation rates in the southern hemisphere and the African continent exhibiting the highest rates. Total daily carbon fixation was estimated at 1.03 teragrams of carbon per day, with a majority occurring in the northern hemisphere and North America showing the highest total fixation due to the large number of Canadian Shield lakes.
INTERNATIONAL JOURNAL OF REMOTE SENSING
(2021)
Review
Environmental Sciences
Sam Purkis, Ved Chirayath
Summary: This article discusses the wide range of remote sensing technologies currently applied in oceans, highlighting next-generation technologies that may revolutionize the field, while also pointing out significant challenges in ocean remote sensing. Despite oceans comprising over 90% of the habitable volume of Earth, their imaging resolution is far below that of the moon and Mars. At this crucial historical moment, our understanding of rapidly changing marine ecosystems is still limited by technological maturity and challenges.
ANNUAL REVIEW OF ENVIRONMENT AND RESOURCES
(2022)
Article
Environmental Sciences
Rongjie Liu, Jie Zhang, Tingwei Cui, Haocheng Yu
Summary: This study evaluates and compares the quality of R-rs(lambda) in the Indian Ocean, finding low-quality data in the Bay of Bengal and oligotrophic gyre zones, possibly influenced by aerosols and sun-glint. Further research is recommended to improve corrections for sun-glint and aerosols in these regions.
Article
Environmental Sciences
Zhibao Wang, Lu Bai, Guangfu Song, Jie Zhang, Jinhua Tao, Maurice D. Mulvenna, Raymond R. Bond, Liangfu Chen
Summary: This study explores the automatic detection of oil wells using optical remote sensing and deep learning technologies. Experimental comparisons on the NEPU-OWOD V1.0 dataset validate the high precision performance of state-of-the-art deep learning models in this area, demonstrating the great potential for oil well detection in remote sensing.
Article
Environmental Sciences
Valentina Santarsiero, Gabriele Nole, Antonio Lanorte, Biagio Tucci, Giuseppe Cillis, Beniamino Murgante
Summary: This study describes land-take monitoring activities and analyzes development trends in test areas of the Basilicata region using remote sensing to extract land-use/land-cover data. A new methodology for Landsat data classification is proposed for automatically detecting land-cover information and identifying land take for multi-temporal analysis. The use of an SVM change-detection analysis in the classification process, along with the integration of GIS remote sensing data and free and open-source software, allowed for the quick extraction of detailed land-take maps with high accuracy, reducing costs and processing time.
Review
Engineering, Marine
Emma Bazzani, Chiara Lauritano, Maria Saggiomo
Summary: Primary production in the Southern Ocean is limited by the availability of iron, which affects the whole ecosystem and biogeochemistry. There is extensive variability in iron availability between different areas and seasons, as well as co-limitations with other environmental factors. Climate change is altering the Southern Ocean environment, potentially modifying iron supply mechanisms and partially relieving iron stress on phytoplankton. However, the interactions between different environmental changes and their cascade effects are poorly understood, and further research is needed to fully understand this topic.
JOURNAL OF MARINE SCIENCE AND ENGINEERING
(2023)
Article
Environmental Sciences
Pierre Gernez, Virginie Lafon, Astrid Lerouxel, Cecile Curti, Bertrand Lubac, Sylvain Cerisier, Laurent Barille
Article
Environmental Sciences
Stefani Novoa, David Doxaran, Anouck Ody, Quinten Vanhellemont, Virginie Lafon, Bertrand Lubac, Pierre Gernez
Article
Environmental Sciences
Driss Bru, Bertrand Lubac, Cassandra Normandin, Arthur Robinet, Michel Leconte, Olivier Hagolle, Nadege Martiny, Cedric Jamet
Article
Oceanography
Robert D. Vaillancourt, Veronica P. Lance, John F. Marra
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS
(2018)
Editorial Material
Oceanography
Leslie M. Smith, Timothy J. Cowles, Robert D. Vaillancourt, Subbarao Yelisetti
Article
Environmental Sciences
F. Frappart, S. Biancamaria, C. Normandin, F. Blarel, L. Bourrel, M. Aumont, P. Azemar, P. -L. Vu, T. Le Toan, B. Lubac, J. Darrozes
SCIENCE OF THE TOTAL ENVIRONMENT
(2018)
Article
Multidisciplinary Sciences
Kevin J. Sanchez, Chia-Li Chen, Lynn M. Russell, Raghu Betha, Jun Liu, Derek J. Price, Paola Massoli, Luke D. Ziemba, Ewan C. Crosbie, Richard H. Moore, Markus Mueller, Sven A. Schiller, Armin Wisthaler, Alex K. Y. Lee, Patricia K. Quinn, Timothy S. Bates, Jack Porter, Thomas G. Bell, Eric S. Saltzman, Robert D. Vaillancourt, Mike J. Behrenfeld
SCIENTIFIC REPORTS
(2018)
Article
Environmental Sciences
Cassandra Normandin, Frederic Frappart, Adama Telly Diepkile, Vincent Marieu, Eric Mougin, Fabien Blarel, Bertrand Lubac, Nadine Braquet, Abdramane Ba
Article
Oceanography
Sylvain Capo, Bertrand Lubac, Vincent Marieu, Arthur Robinet, Driss Bru, Philippe Bonneton
Review
Environmental Sciences
Edward Salameh, Frederic Frappart, Rafael Almar, Paulo Baptista, Georg Heygster, Bertrand Lubac, Daniel Raucoules, Luis Pedro Almeida, Erwin W. J. Bergsma, Sylvain Capo, Marcello De Michele, Deborah Idier, Zhen Li, Vincent Marieu, Adrien Poupardin, Paulo A. Silva, Imen Turki, Benoit Laignel
Article
Environmental Sciences
Bruno Castelle, Quentin Laporte-Fauret, Vincent Marieu, Richard Michalet, David Rosebery, Stephane Bujan, Bertrand Lubac, Jean-Baptiste Bernard, Alexandre Valance, Pascal Dupont, Ahmed Ould El Moctar, Clement Narteau
Article
Environmental Sciences
Quentin Laporte-Fauret, Bertrand Lubac, Bruno Castelle, Richard Michalet, Vincent Marieu, Lionel Bombrun, Patrick Launeau, Manuel Giraud, Cassandra Normandin, David Rosebery
Article
Limnology
J. F. Marra, R. T. Barber, E. Barber, R. R. Bidigare, W. S. Chamberlin, R. Goericke, B. R. Hargreaves, M. Hiscock, R. Iturriaga, Z. I. Johnson, D. A. Kiefer, C. Kinkade, C. Knudson, V. Lance, C. Langdon, Z. -P. Lee, M. J. Perry, W. O. Smith, R. Vaillancourt, L. Zoffoli
Summary: The database contains over two decades of ocean primary productivity data collected by the authors using consistent methodology and covering a wide geographic range. It also includes ancillary data. Researchers hope to use the database to investigate relationships among environmental drivers for ocean productivity, the significance of the C-14 method in phytoplankton physiology and water column dynamics, and as a resource for developing productivity algorithms using satellite ocean color imagery.
LIMNOLOGY AND OCEANOGRAPHY LETTERS
(2021)
Article
Geosciences, Multidisciplinary
Cassandra Normandin, Frederic Frappart, Bertrand Lubac, Simon Belanger, Vincent Marieu, Fabien Blarel, Arthur Robinet, Lea Guiastrennec-Faugas
HYDROLOGY AND EARTH SYSTEM SCIENCES
(2018)
Article
Environmental Sciences
Josephine Y. Aller, Joann C. Radway, Wendy P. Kilthau, Dylan W. Bothe, Theodore W. Wilson, Robert D. Vaillancourt, Patricia K. Quinn, Derek J. Coffman, Benjamin J. Murray, Daniel A. Knopf
ATMOSPHERIC ENVIRONMENT
(2017)