Article
Environmental Sciences
Liangliang Guo, Liangliang Dai, Jiaoli Zheng, Weicheng Zhou, Chengrong Peng, Dunhai Li, Genbao Li
Summary: This study investigated the process of Cladophora blooms and the factors affecting their growth through mesocosm experiments in Caohai Lake. The results showed that water temperature, turbidity, and soluble reactive phosphorus concentration were the main factors affecting Cladophora growth. Controlling transparency and phosphorus concentration are important measures to limit the overgrowth of Cladophora during lake ecological restoration.
JOURNAL OF ENVIRONMENTAL MANAGEMENT
(2022)
Article
Environmental Sciences
Hongyu Duan, Xiaojun Yao, Dahong Zhang, Huian Jin, Qixin Wei
Summary: With climate warming and intensification of human activities, the problem of Cladophora blooms in Qinghai Lake, China's largest inland saltwater lake, has become increasingly prominent. This study used remote sensing images to extract the area of floating Cladophora blooms from 1986 to 2021 and analyzed their variation characteristics and spatial patterns. The results showed a general increasing trend of Cladophora blooms in Qinghai Lake, with the largest increase in July. The areas of blooms increased significantly in certain regions, while decreasing in others. The correlation between meteorological factors and the changes in blooms was weak. The control measures implemented in recent years have had a certain inhibitory effect on the blooms.
Article
Engineering, Civil
Yuan Hui, Zhenduo Zhu, Joseph F. Atkinson, Angshuman M. Saharia
Summary: This study focused on the issue of nuisance growth of the alga Cladophora in Rochester Embayment in Lake Ontario, and found that the timing of high TP loading plays a crucial role in Cladophora growth. The study suggests that future Cladophora control measures should take into consideration not only the total annual TP loading mass, but also the temporal loading patterns.
JOURNAL OF HYDROLOGY
(2021)
Article
Environmental Sciences
Donghui Shi, Yishao Shi, Qiusheng Wu
Summary: This study proposed a multidimensional assessment framework for evaluating water provisioning ecosystem services and applied it to assess lake water ecosystem services in Minnesota. The findings showed degradation in water provisioning ecosystem services over 1998-2018, with different levels of severity in different regions, and a greater impact of human activities compared to climate changes. The results can help policymakers prioritize protection, conservation, and restoration of lake ecosystems and the framework can be adapted for evaluating ecosystem services in other regions.
Article
Environmental Sciences
Juan Wang, Shengtian Yang, Huiping Liu, Pengfei Wang, Hezhen Lou, Tongliang Gong
Summary: This study proposes a rapid and convenient remote sensing flow estimation method based on multi-source remote sensing data, providing important input data for the water volume of small- and medium-sized lakes in enclosed watersheds with high accuracy and efficiency, suitable for lake water volume simulation and water resource management.
Article
Environmental Sciences
Shuai Zhang, Tamlin M. Pavelsky, Christopher D. Arp, Xiao Yang
Summary: A remote sensing-derived lake ice phenology database covering all lakes in Alaska from 2000 to 2019 was constructed to analyze the trends of earlier breakup and later freezeup of lake ice in the region. The dataset showed significant trends towards earlier or later ice breakup and freezeup for various lakes, with most significant trends observed in lakes north of the Brooks Range. This dataset contributes to the understanding of interactions between lake processes and climate change, supporting research on biogeochemical, limnological, and ecological regimes in Alaska and pan-Arctic regions.
ENVIRONMENTAL RESEARCH LETTERS
(2021)
Article
Parasitology
Jing-Bo Xue, Xin-Yi Wang, Li-Juan Zhang, Yu-Wan Hao, Zhe Chen, Dan-Dan Lin, Jing Xu, Shang Xia, Shi-Zhu Li
Summary: This study assessed the impact of flooding on the transmission risk of intestinal schistosomiasis, and found potential snail habitats concentrated in the marshlands around Poyang Lake after flooding. Areas with a high risk of schistosomiasis transmission were mainly distributed in Yongxiu, Xinjian, Yugan, and Poyang.
PARASITES & VECTORS
(2021)
Article
Chemistry, Analytical
Sergey M. Pershin, Boris G. Katsnelson, Mikhail Ya Grishin, Vasily N. Lednev, Vladimir A. Zavozin, Ilia Ostrovsky
Summary: In recent decades, harmful algal blooms in freshwater reservoirs have become a steady phenomenon, highlighting the importance of real-time water quality monitoring. Laser remote sensing, as an alternative to satellite techniques, offers the potential for depth-resolved studies of fresh or seawater, allowing for more detailed analysis of algal concentrations.
Article
Environmental Studies
Xiaoying Ouyang, Dongmei Chen, Shugui Zhou, Rui Zhang, Jinxin Yang, Guangcheng Hu, Youjun Dou, Qinhuo Liu
Summary: The study evaluated the lake surface water temperature and land surface temperature of Lake Ontario and surrounding areas, finding good agreement between MODIS datasets and ground measurements. Analysis from 2001 to 2018 showed a slight warming trend, with consistent temperature trends between the lake and land regions.
Article
Computer Science, Interdisciplinary Applications
Kai Matsui, Hikaru Shirai, Yoichi Kageyama, Hiroshi Yokoyama, Miyuki Asano
Summary: In this study, a water quality estimation method using a neural network was developed, combining satellite remote sensing data, water depth, and water temperature. The results showed significant improvements in the accuracy of estimating suspended solids and the nitrogen-to-phosphorus ratio compared to the conventional methods, providing a more detailed understanding of water quality conditions.
ENVIRONMENTAL MODELLING & SOFTWARE
(2023)
Article
Computer Science, Interdisciplinary Applications
Marina Amadori, Lorenzo Giovannini, Marco Toffolon, Sebastiano Piccolroaz, Dino Zardi, Mariano Bresciani, Claudia Giardino, Giulia Luciani, Michael Kliphuis, Hans van Haren, Henk A. Dijkstra
Summary: The paper discusses how to evaluate the performance of a three-dimensional lake model using limited water temperature data at multiple scales, and demonstrates through a case study that a consistent picture of the inherent dynamics can be extracted from diverse spatial and temporal scales of water temperature data.
ENVIRONMENTAL MODELLING & SOFTWARE
(2021)
Article
Engineering, Electrical & Electronic
Weining Zhu
Summary: Compared to traditional remote sensing classification and inversion techniques, remote sensing statistical inference is a novel method for rapidly estimating the statistical properties of ground objects. In this study, using field-measured data from Qiandao Lake, we tested over 240,000 inference models to determine the statistical parameters of colored dissolved organic matter. The results showed that accurate inference can be achieved with errors of less than 10%, using specific combinations of bands, variables, and functions.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
(2023)
Article
Ecology
Yisong Zhao, Kun Yang, Yi Luo, Zhenyu Yu
Summary: This study evaluates the response of lake surface water temperature (LSWT) by analyzing the variations in land surface temperature (LST) and LSWT of Dianchi Lake at multiple spatio-temporal scales. The results show that urbanization has a greater warming effect on LSWT than on LST, with a stronger effect at night. Areas with high human activity, including the eastern and northern coastal areas of the lake and heavily urbanized sub-basins, are warming faster. The study also finds a strong correlation between LST and LSWT, with a clear response in the outer buffer zone and consistent migration trajectory of the gravity center.
FRONTIERS IN ECOLOGY AND EVOLUTION
(2022)
Article
Environmental Sciences
Lien Rodriguez-Lopez, David Bustos Usta, Iongel Duran-Llacer, Lisandra Bravo Alvarez, Santiago Yepez, Luc Bourrel, Frederic Frappart, Roberto Urrutia
Summary: In this study, machine learning and remote sensing techniques were combined to estimate chlorophyll-a concentration in a freshwater ecosystem in Southern Chile. The study found that the SARIMAX, LSTM, and RNN models effectively predicted the presence of algae in water bodies, with the LSTM model performing the best.
Article
Environmental Sciences
Martin T. Auer, Cory P. McDonald, Anika Kuczynski, Chenfu Huang, Pengfei Xue
Summary: The study demonstrates that high phosphorus concentrations stimulate excessive growth of Cladophora in Lake Ontario, causing various issues. Simulation results show that phosphorus removal by chemically enhanced secondary treatment is inadequate in alleviating nuisance conditions, while tertiary treatment with chemically enhanced secondary treatment and ballasted flocculation can eliminate phosphorus-saturated conditions associated with the Duffin Creek wastewater treatment plant effluent, providing local relief from nuisance conditions.
Article
Engineering, Electrical & Electronic
Burak Uzkent, Matthew J. Hoffman, Anthony Vodacek
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
(2016)
Article
Biodiversity Conservation
Robert A. Rose, Dirck Byler, J. Ron Eastman, Erica Fleishman, Gary Geller, Scott Goetz, Liane Guild, Healy Hamilton, Matt Hansen, Rachel Headley, Jennifer Hewson, Ned Horning, Beth A. Kaplin, Nadine Laporte, Allison Leidner, Peter Leinagruber, Jeffrey Morisette, John Musinsky, Lilian Pintea, Ana Prados, Volker C. Radeloff, Mary Rowen, Sassan Saatchi, Steve Schil, Karyn Tabor, Woody Turner, Anthony Vodacek, James Vogelnaann, Martin Wegmann, David Wilkie
CONSERVATION BIOLOGY
(2015)
Article
Agronomy
Peace Bamurigire, Anthony Vodacek, Andras Valko, Said Rutabayiro Ngoga
Editorial Material
Green & Sustainable Science & Technology
Anthony Vodacek
NATURE SUSTAINABILITY
(2021)
Proceedings Paper
Geosciences, Multidisciplinary
Anthony Vodacek, Gerard Rushingabigwi, Louis Sibomana
Summary: Improving the monitoring of lakes in East Africa is crucial due to the serious threats they face from climate change and human activities. A new project is being developed to establish a regional capacity for scientific monitoring through the use of sensor networks and remote sensing analysis.
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
(2022)
Proceedings Paper
Computer Science, Theory & Methods
Aneesh Rangnekar, Zachary Mulhollan, Anthony Vodacek, Matthew Hoffman, Angel Sappa, Erik Blasch, Jun Yu, Liwen Zhang, Shenshen Du, Hao Chang, Keda Lu, Zhong Zhang, Fang Gao, Ye Yu, Feng Shuang, Lei Wang, Qiang Ling, Pranjay Shyam, Kuk-Jin Yoon, Kyung-Soo Kim
Summary: This paper summarizes the top contributions, dataset characteristics, challenge formulation, proposed methods, and results submitted by participants in the first semi-supervised hyperspectral object detection challenge.
2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2022
(2022)
Proceedings Paper
Green & Sustainable Science & Technology
Fidele Maniraguha, Anthony Vodacek, Emmanuel Ndashimye, Gerard Rushingabigwi
Summary: Weather radar returns can come from meteorological targets as well as non-meteorological targets. Ground clutter is a significant source of contamination for weather radar data, but can be mitigated using a Ground Clutter Mitigation Decision (GCMD) and scan strategy based on topographic information. By classifying radar coverage area into blocked and unblocked regions, clutter mitigation can help detect and monitor insect signatures with polarimetric parameters in clear area daytime case studies.
2021 IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC)
(2021)
Article
Environmental Sciences
Ryan T. Ford, Anthony Vodacek
SCIENCE OF REMOTE SENSING
(2020)
Proceedings Paper
Engineering, Electrical & Electronic
Honglei Li, Lei Pan, Eung Joo Lee, Zhu Li, Matthew J. Hoffman, Anthony Vodacek, Shuvra S. Bhattacharyya
2019 10TH WORKSHOP ON HYPERSPECTRAL IMAGING AND SIGNAL PROCESSING - EVOLUTION IN REMOTE SENSING (WHISPERS)
(2019)
Proceedings Paper
Remote Sensing
Ryan T. Ford, Anthony Vodacek
2019 IEEE SYSTEMS AND TECHNOLOGIES FOR REMOTE SENSING APPLICATIONS THROUGH UNMANNED AERIAL SYSTEMS (STRATUS)
(2019)
Article
Imaging Science & Photographic Technology
Charles M. Bachmann, Rehman S. Eon, Christopher S. Lapszynski, Gregory P. Badura, Anthony Vodacek, Matthew J. Hoffman, Donald McKeown, Robert L. Kremens, Michael Richardson, Timothy Bauch, Mark Foote
JOURNAL OF IMAGING
(2019)
Proceedings Paper
Engineering, Multidisciplinary
Brian Tomaszewski, Anthony Vodacek, Gaspard Rwanyiziri
2018 IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC)
(2018)
Article
Ecology
Ilaria Palumbo, Robert A. Rose, Rachel M. K. Headley, Janet Nackoney, Anthony Vodacek, Martin Wegmann
REMOTE SENSING IN ECOLOGY AND CONSERVATION
(2017)
Proceedings Paper
Computer Science, Artificial Intelligence
Burak Uzkent, Matthew J. Hoffman, Anthony Vodacek
PROCEEDINGS OF 29TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, (CVPRW 2016)
(2016)
Proceedings Paper
Computer Science, Interdisciplinary Applications
Burak Uzkent, Matthew J. Hoffman, Anthony Vodacek
INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2015 COMPUTATIONAL SCIENCE AT THE GATES OF NATURE
(2015)