Article
Computer Science, Interdisciplinary Applications
Hengliang Guo, Bowen Xu, Hong Yang, Bingyang Li, Yuanyuan Yue, Shan Zhao
Summary: This paper proposes a time weighted dynamic warping time parallel algorithm based on CUDA for the time series analysis of remote sensing images. The algorithm improves computational efficiency through a multithreading architecture and optimized memory model, as demonstrated in experimental results.
COMPUTERS & GEOSCIENCES
(2022)
Article
Environmental Sciences
Fa Zhao, Guijun Yang, Xiaodong Yang, Haiyan Cen, Yaohui Zhu, Shaoyu Han, Hao Yang, Yong He, Chunjiang Zhao
Summary: This paper proposes a novel method for extracting phenological phases of winter wheat using the TWDTW algorithm, which classifies winter wheat from other land cover types, extracts pure winter-wheat pixels to generate an average phenological curve, and quantitatively determines key phenological phases. Results show that the method is accurate and influenced by latitude and accumulated temperature.
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
Remote Sensing
Julio Cesar Herrera Carmona, John Josephraj Selvaraj, Alan Giraldo
Summary: This study establishes the dynamic biogeographic regions of the Panama Bight based on remote-sensing reflectance and sea-surface temperature and chlorophyll a concentrations. The Panama Bight was divided into 11 regions belonging to oceanic and coastal provinces.
INTERNATIONAL JOURNAL OF REMOTE SENSING
(2022)
Article
Environmental Sciences
Md Ataullah Raza Khan, Shaktiman Singh, Pratima Pandey, Anshuman Bhardwaj, Sheikh Nawaz Ali, Vasudha Chaturvedi, Prashant Kumar Champati Ray
Summary: This study quantified the distribution of permafrost in the Western Himalaya using multisource satellite datasets, revealing a large portion of barren land and majority of the area with a mean annual air temperature below 1 degree Celsius. The research also showed high interannual variability in permafrost distribution and a significant decrease in permafrost cover from 2002 to 2020.
Article
Environmental Sciences
Soodabeh Namdari, Ali Ibrahim Zghair Alnasrawi, Omid Ghorbanzadeh, Armin Sorooshian, Khalil Valizadeh Kamran, Pedram Ghamisi
Summary: Motivated by the lack of research on land cover and dust activity in the Middle East, this study explores the relationship between vegetation cover and dust emission in the region. The results show that the decrease in vegetation cover is closely related to increased dust intensity. The study also reveals spatial variability in the relationship between Aerosol Optical Depth (AOD) and Normalized Difference Vegetation Index (NDVI) in different time periods.
Article
Computer Science, Artificial Intelligence
Geoffrey Webb, Francois Petitjean
Summary: Dynamic Time Warping (DTW) is a popular similarity measure for aligning and comparing time series, but it has high computation time. Many alternative lower bounds have been proposed to provide different trade-offs between tightness and computational efficiency. In experiments, LB_WEBB proves to be very effective for nearest neighbor search.
PATTERN RECOGNITION
(2021)
Article
Geochemistry & Geophysics
Elena Savidge, Tasha Snow, Matthew R. Siegfried, Yixi Zheng, Ana B. Villas Boas, Guilherme A. Bortolotto, Lars Boehme, Karen E. Alley
Summary: Antarctica's ice shelves are crucial for regulating ice loss by supporting upstream glaciers. Persistent polynyas at the edge of these ice shelves, maintained by winds and/or ocean heat, have strong interactions between ice, ocean, and atmosphere. However, due to logistical constraints, direct observations of polynyas are limited. This study used temperature and salinity data from seal-borne instruments, along with thermal imagery, to investigate the variability of polynyas near Pine Island Glacier. The findings suggest that MODIS-derived surface thermal anomalies can be used to monitor polynya presence, and higher-resolution thermal imagery provides more detailed insights into subice-shelf processes.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
(2023)
Article
Computer Science, Artificial Intelligence
Matej Kloska, Gabriela Grmanova, Viera Rozinajova
Summary: This paper introduces a novel anomaly detection method called Expert enhanced dynamic time warping anomaly detection (E-DTWA), which is based on the well-known algorithm DTW with additional enhancements involving the human-in-the-loop concept. The main benefits of this method include efficient detection, flexible retraining based on expert feedback, and a step towards explainability while maintaining low computational and space complexity.
EXPERT SYSTEMS WITH APPLICATIONS
(2023)
Article
Environmental Sciences
Mohammad Reza Goodarzi, Maryam Sabaghzadeh, Majid Niazkar
Summary: This study examined the impact of snowmelt on flooding and found that the contribution of snowmelt is more significant than rainfall in stream flows, especially in high-altitude areas.
Article
Environmental Sciences
Hongwei Guo, Jinhui Jeanne Huang, Xiaotong Zhu, Bo Wang, Shang Tian, Wang Xu, Youquan Mai
Summary: This study developed SVR models using remote sensing data and DO measurements to reconstruct the spatial distributions of annual and monthly DO variability in Lake Huron. Air temperature, shortwave radiation flux density, and precipitation were identified as the main climate factors affecting DO. The SVR-based models demonstrated good robustness and generalization, outperforming random forest and multiple linear regression models.
ENVIRONMENTAL POLLUTION
(2021)
Article
Energy & Fuels
Wanyin Du, Jinlian Chen, Zixuan Xing, Fan Zhang, Minghu Wu
Summary: In this paper, a battery fault detection method is proposed, which uses Gaussian Smoothing Filter for noise reduction of voltage data, proposes a novel Feature-Exponential-Function method for extracting voltage features, and utilizes an improved Dynamic Time Warping algorithm for automatic detection and localization. Experimental results demonstrate the ability of the method to effectively detect faulty batteries and enable early warning of thermal runaway.
JOURNAL OF ENERGY STORAGE
(2023)
Article
Computer Science, Artificial Intelligence
Matthieu Herrmann, Geoffrey I. Webb
Summary: Dynamic Time Warping (DTW) is a time series distance measure that allows for non-linear alignments between sequences. To address the permissiveness issue of unconstrained DTW, constraints in the form of windows and weights have been introduced. However, these approaches have limitations, such as crude step functions and relative weights. In this paper, Amerced Dynamic Time Warping (ADTW) is proposed as a new variant that penalizes warping with a fixed additive cost, providing both constraints and intuitive outcomes.
PATTERN RECOGNITION
(2023)
Article
Environmental Sciences
Siyi Wen, Zihan Liu, Yu Han, Yuyan Chen, Liangsi Xu, Qiongsa Li
Summary: This research analyzed the spatiotemporal variation characteristics of evapotranspiration (ET), relative moisture index (MI), and influencing factors of reference evapotranspiration (ET0) in Heilongjiang, China. The results showed that the spatial distribution of ET and PET exhibited a pattern of higher values in the southwest and lower values in the northwest, and higher values in the south and lower values in the north. ET0 increased while the annual MI decreased over the last 40 years. The importance of meteorological factors affecting ET0 ranked as average relative humidity > average wind speed > sunshine duration.
Article
Geochemistry & Geophysics
Yiting Wang, Guangjian Yan, Donghui Xie, Ronghai Hu, Hu Zhang
Summary: This study proposed a new spatiotemporal enhancement method, PK-STEM, to fuse MODIS and Landsat FPAR products. PK-STEM showed high accuracy in all three modes and outperformed two other fusion methods. Additionally, PK-STEM is flexible with a continual update mechanism, making it suitable for long time series applications.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
(2022)
Article
Energy & Fuels
M. M. Miranda, N. Giordano, J. Raymond, A. J. S. C. Pereira, C. Dezayes
Article
Environmental Sciences
L. M. O. Martins, A. J. S. C. Pereira, A. Sousa Oliveira, L. F. Sanches Fernandes, F. A. L. Pacheco
SCIENCE OF THE TOTAL ENVIRONMENT
(2020)
Article
Chemistry, Physical
K. Aladeniyi, A. M. Arogunjo, A. J. S. C. Pereira, Mayeen Uddin Khandaker, D. A. Bradley, A. Sulieman
Summary: The study suggests minimizing the use of tile and granite for building constructions in Nigeria, and intensifying the perpetual monitoring of radiation level in clay and mud-bricks to avoid unwanted radiation exposure to dwellers. The measured data may serve as an important component of the database to establish guidelines for controlling building materials usage in dwelling purposes.
RADIATION PHYSICS AND CHEMISTRY
(2021)
Article
Environmental Sciences
Filipa Domingos, Giorgia Cinelli, Luis Neves, Alcides Pereira, Roberto Braga, Peter Bossew, Tore Tollefsen
JOURNAL OF ENVIRONMENTAL RADIOACTIVITY
(2020)
Article
Environmental Sciences
Sergio L. R. Seco, Filipa P. Domingos, Alcides J. S. C. Pereira, Luis Duarte
JOURNAL OF ENVIRONMENTAL RADIOACTIVITY
(2020)
Article
Environmental Sciences
Maria Jose Afonso, Liliana Freitas, Jose Manuel Marques, Paula M. Carreira, Alcides J. S. C. Pereira, Fernando Rocha, Helder I. Chamine
Article
Environmental Sciences
Kehinde Aladeniyi, Adeseye Muyiwa Arogunjo, Alcides J. S. C. Pereira, Oladele Samuel Ajayi, Ibiyinka Agboola Fuwape
ENVIRONMENTAL MONITORING AND ASSESSMENT
(2020)
Article
Geochemistry & Geophysics
Sergio L. R. Seco, Alcides J. S. C. Pereira, Luis Duarte, Filipa P. Domingos
Summary: This study establishes procedures to obtain reliable and accurate results for gamma-ray spectrometry data, comparing field and laboratory measurements for radionuclide concentrations. The uncertainties in K, U, and Th measurements vary depending on lithology and sedimentary layer thickness, with adjustments needed to minimize errors.
JOURNAL OF GEOCHEMICAL EXPLORATION
(2021)
Article
Environmental Sciences
Filipa P. Domingos, Sergio L. R. Seco, Alcides J. S. C. Pereira
Summary: Terrestrial radionuclides in soil, bedrock, and building materials are considered the main sources of indoor radon (Rn-222) and thoron (Rn-220). This study focused on measuring the exhalation of Rn-222 and Rn-220 in granite samples and found differences in activity concentration and heterogeneities in Ra-226 and Ra-224. Rn-220 exhalation was found to be homogeneous among granite types, potentially exceeding Rn-222 exhalation in certain cases due to higher Ra-224 activity concentration.
ENVIRONMENTAL EARTH SCIENCES
(2021)
Editorial Material
Multidisciplinary Sciences
Helder Chamine, Alcides J. S. C. Pereira, Ana C. Teodoro, Jose Teixeira
SN APPLIED SCIENCES
(2021)
Article
Engineering, Environmental
Edson Baptista, Alcides J. S. C. Pereira, Filipa P. Domingos, Sergio L. R. Seco
Summary: This study investigated the indoor radon and thoron concentrations in buildings in the southwest region of Angola and found that they were correlated with building materials and usage. Indoor radon and thoron concentrations were not correlated, indicating the need to estimate both to properly assess the annual inhalation dose for the population.
ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
(2023)
Article
Environmental Sciences
Siegfried Siegesmund, Alcides Pereira, Luis Sousa, Stine Rucker, Leander Kallas, Bernd Kopka, Filipa Domingos, Sergio Seco
Summary: Natural building stones need to be analyzed according to a legally defined procedure to determine whether their radioactivity emission complies with the activity index set by the European Commission. This study analyzed the radioactivity levels of 82 commonly used building stones and compared the results with literature data. The findings revealed that different types of stones varied in terms of their radiological threat, with some materials exceeding the dose limit set by the European Commission.
ENVIRONMENTAL EARTH SCIENCES
(2022)
Article
Geosciences, Multidisciplinary
Joao Pereira, A. J. S. C. Pereira, Artur Gil, Vasco M. Mantas
Summary: This research evaluates the feasibility and application value of geological remote sensing, machine learning, and geochemical techniques in geological mapping, using the Beiras Group as a case study. The study successfully obtained significant findings and provided insights into the potential use of these methods in the Portuguese context.
Article
Engineering, Environmental
Raymond L. Njinga, Tunde L. Ogundele, Adebiyi S. Adebayo, Michael A. Olatunji, Ayodele P. Olufemi, Christopher J. Olowookere, Kehinde Aladeniyi, Alcides Pereira, Muyiwa A. Arogunjo, Victor M. Tshivhase
Summary: Human exposure to ionizing radiation in Nigeria is mainly due to mining activities, which lead to varying levels of naturally occurring radionuclides in the farmland soil. The study found that some locations exceeded the reference limit of radionuclide activity concentrations, and the variations were attributed to different agricultural practices and artisanal mining operations.
ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
(2023)
Proceedings Paper
Automation & Control Systems
Ana Sofia Silva, Maria de Lurdes Dinis, Alcides Pereira
OCCUPATIONAL AND ENVIRONMENTAL SAFETY AND HEALTH II
(2020)
Article
Biodiversity Conservation
Yongcui Lan, Jinliang Wang, Qianwei Liu, Fang Liu, Lanfang Liu, Jie Li, Mengjia Luo
Summary: This study focuses on the five major plateau lake basins in central Yunnan, China, and constructs an ecological security pattern using the source-resistance surface-corridor-pinch point framework. The study simulates land use/cover change in the region and identifies early warning regions where future urban expansion poses a threat to current ecological source areas and corridors.
ECOLOGICAL INDICATORS
(2024)
Article
Biodiversity Conservation
Pingping Huang, Feng Zhao, Bailing Zhou, Kuidong Xu
Summary: This study investigates the distribution of benthic microeukaryotes in the China Seas and finds that they can stride over the ecological barrier of 32 degrees N. The study also highlights the significant influence of depth, temperature, and latitude on communities in the China Seas.
ECOLOGICAL INDICATORS
(2024)
Article
Biodiversity Conservation
Federico Morelli, Yanina Benedetti, Jesse Stanford, Leszek Jerzak, Piotr Tryjanowski, Paolo Perna, Riccardo Santolini
Summary: Species distribution models (SDMs) are numerical tools used for predicting species' spatial distribution. This study found that ecological characteristics, such as habitat specialization, play a role in improving the accuracy of SDMs.
ECOLOGICAL INDICATORS
(2024)
Article
Biodiversity Conservation
Xiaoxuan Wu, Hang Liu, Wei Liu
Summary: Global climate change, urbanization, and economic development have increased the need for sustainable human development, urban ecological governance, and low-carbon energy transformation. This study analyzes the green ecological transition in Chengdu based on panel data from 2010 to 2020, exploring its spatiotemporal evolution and key factors. The results show an overall upward trend in Chengdu's green ecological development and positive spatial autocorrelation in certain districts.
ECOLOGICAL INDICATORS
(2024)
Article
Biodiversity Conservation
Castaldi Simona, Formicola Nicola, Mastrocicco Micol, Morales Rodriguez Carmen, Morelli Raffaella, Prodorutti Daniele, Vannini Andrea, Zanzotti Roberto
Summary: Sustainable agricultural practices are increasingly important for global and national environmental policies and economy. This study compared the sustainability of grape production under integrated and organic management using multiple indicators. The results showed that organic management was more beneficial for most environmental aspects of the agroecosystem compared to integrated management, without affecting grape yield.
ECOLOGICAL INDICATORS
(2024)
Article
Biodiversity Conservation
Gaia Vaglio Laurin, Alexander Cotrina-Sanchez, Luca Belelli-Marchesini, Enrico Tomelleri, Giovanna Battipaglia, Claudia Cocozza, Francesco Niccoli, Jerzy Piotr Kabala, Damiano Gianelle, Loris Vescovo, Luca Da Ros, Riccardo Valentini
Summary: Phenology monitoring is important for understanding forest functioning and climate impacts. This research compares the phenological behavior of European beech forests using Tree-Talker (TT+) and Sentinel 2 satellite data. The study finds differences in the information derived by the two sensor types, particularly in terms of season length, phenology changepoints, and leaf period variability. TT+ with its higher temporal resolution demonstrates precision in capturing the phenological changepoints, especially when satellite image availability is limited.
ECOLOGICAL INDICATORS
(2024)
Article
Biodiversity Conservation
Huanhuan Pan, Ziqiang Du, Zhitao Wu, Hong Zhang, Keming Ma
Summary: The land use and cover changes resulting from coal mining activities and ecological restoration have had a significant impact on ecosystem services in mining areas. This study investigates the relationship between ecosystem services and land use intensity in coal mining areas, emphasizing the importance of understanding this interdependence for balanced human-land system development. The research examines the evolving relationship across different reclamation stages in Shanxi, China, using a coupling coordination degree model. The findings suggest the need for timely and judicious reclamation of coalfields, considering the land's bearing capacity.
ECOLOGICAL INDICATORS
(2024)
Article
Biodiversity Conservation
Jingjuan He, Yijun Shi, Lihua Xu, Zhangwei Lu, Mao Feng
Summary: This study examines the spatial interplay between changes in the blue-green spatial distribution and modifications in land surface temperature grades in Shanghai. The findings reveal that the transformation of the blue-green spatial pattern differs between different sectors of the city, and the impact on the thermal environment varies spatially.
ECOLOGICAL INDICATORS
(2024)
Article
Biodiversity Conservation
Yi Xu, Di Zhang, Junqiang Lin, Qidong Peng, Xiaohui Lei, Tiantian Jin, Jia Wang, Ruifang Yuan
Summary: This study analyzed the response relationship between phytoplankton growth and water environmental parameters in the Middle Route of the South-to-North Water Diversion Project in China using long-term monitoring data and machine learning models. The results revealed the differences between monitoring sites and identified the key parameters that affect phytoplankton growth.
ECOLOGICAL INDICATORS
(2024)