COMPUTATIONAL GEOSCIENCES

Scope & Guideline

Harnessing Computational Power for a Changing Planet

Introduction

Welcome to your portal for understanding COMPUTATIONAL GEOSCIENCES, featuring guidelines for its aims and scope. Our guidelines cover trending and emerging topics, identifying the forefront of research. Additionally, we track declining topics, offering insights into areas experiencing reduced scholarly attention. Key highlights include highly cited topics and recently published papers, curated within these guidelines to assist you in navigating influential academic dialogues.
LanguageEnglish
ISSN1420-0597
PublisherSPRINGER
Support Open AccessNo
CountryNetherlands
TypeJournal
Convergefrom 1997 to 2024
AbbreviationCOMPUTAT GEOSCI / Comput. Geosci.
Frequency6 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressVAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS

Aims and Scopes

The journal 'Computational Geosciences' focuses on the development and application of computational methods and algorithms to address complex problems in the geosciences. It serves as a platform for researchers to present advancements in numerical modeling, data assimilation, and machine learning techniques relevant to various geoscientific applications.
  1. Development of Computational Models:
    The journal emphasizes the creation and refinement of computational models that simulate geological processes, including fluid dynamics in porous media, seismic wave propagation, and geomechanical behavior.
  2. Application of Advanced Algorithms:
    It features research involving innovative algorithms such as finite element methods, machine learning, and optimization techniques to enhance the accuracy and efficiency of geoscientific simulations.
  3. Data Integration and Analysis Techniques:
    The journal addresses the integration of diverse geoscientific data sources, including geophysical, geological, and hydrological data, to improve model predictions and facilitate decision-making.
  4. Focus on Environmental and Resource Management:
    Research that contributes to the sustainable management of natural resources, such as groundwater, oil, and gas, as well as the assessment of environmental impacts related to geological activities, is a core area of the journal.
  5. Interdisciplinary Approaches:
    The journal encourages interdisciplinary research that combines principles from mathematics, physics, and earth sciences to tackle complex geoscientific challenges.
The journal 'Computational Geosciences' is witnessing a dynamic evolution in its research themes, reflecting the latest advancements in technology and theoretical frameworks. Below are the emerging trends and themes that have gained traction in recent years.
  1. Integration of Machine Learning:
    There is a significant increase in the application of machine learning techniques across various geoscientific fields, including reservoir characterization, fluid flow prediction, and seismic data analysis. This trend highlights the growing recognition of machine learning as a powerful tool for enhancing model accuracy and efficiency.
  2. Data Assimilation and Uncertainty Quantification:
    Research focusing on data assimilation techniques and uncertainty quantification is gaining prominence. This reflects a broader trend towards improving model reliability and robustness in the face of inherent uncertainties in geoscientific data.
  3. Advanced Multiscale Modeling:
    The shift towards multiscale modeling approaches that can capture complex geological phenomena at different spatial and temporal scales is becoming increasingly prevalent. This trend underscores the need for integrated models that address the intricacies of subsurface systems.
  4. Environmental Sustainability and Resource Management:
    Papers addressing sustainable practices in resource extraction, environmental protection, and climate change impacts are on the rise. This shift indicates a growing emphasis on the role of computational geosciences in supporting sustainable development goals.
  5. Physics-Informed Neural Networks:
    The emergence of physics-informed neural networks (PINNs) as a methodology for integrating physical laws into machine learning models is gaining traction. This trend reflects the ongoing effort to merge traditional geoscientific principles with modern computational techniques.

Declining or Waning

While 'Computational Geosciences' continues to advance in various areas, some themes appear to be diminishing in prominence based on recent publications. This section highlights those areas that are gradually receiving less attention.
  1. Traditional Numerical Methods:
    There is a noticeable decline in the publication of papers focusing solely on traditional numerical methods without integration with newer technologies or methodologies. The shift towards incorporating machine learning and advanced data-driven approaches indicates a waning interest in conventional techniques.
  2. Hydrological Modeling without Machine Learning:
    Research specific to hydrological modeling that does not utilize machine learning or data assimilation techniques is becoming less frequent. The increasing complexity of hydrological systems has led to a preference for approaches that leverage data-driven insights.
  3. Simplistic Geological Modeling Techniques:
    Papers that focus on basic geological modeling without considering the impacts of uncertainty, variability, or advanced computational techniques are less common. The trend indicates a move towards more sophisticated, multifaceted modeling approaches.

Similar Journals

Journal of Applied Mathematics

Unlocking real-world potential with applied mathematics.
Publisher: HINDAWI LTDISSN: 1110-757XFrequency: 1 issue/year

Journal of Applied Mathematics, published by HINDAWI LTD, is a prominent open-access journal dedicated to advancing the field of applied mathematics. Since its inception in 2001, it has provided a vital platform for researchers and practitioners to share their findings in various areas of applied mathematical theory and its applications across disciplines. With an ISSN of 1110-757X and an E-ISSN of 1687-0042, the journal has established a respectable position within the academic community, evidenced by its ranking of #255 out of 635 in the Scopus Ranks for applied mathematics, placing it in the 59th percentile. Featuring a Q3 category quartile as of 2023, it aims to foster innovative research that bridges theoretical mathematics with real-world applications. Researchers, students, and professionals can freely access its content, promoting a collaborative approach to knowledge dissemination. With a commitment to high-quality research, the Journal of Applied Mathematics continues to play a crucial role in the evolution of applied mathematical methodologies and practices.

Eurasian Journal of Mathematical and Computer Applications

Catalyzing Growth in Applied Mathematics and Computer Technologies.
Publisher: L N GUMILYOV EURASIAN NATL UNIVISSN: 2306-6172Frequency: 4 issues/year

Eurasian Journal of Mathematical and Computer Applications, published by the prestigious L N GUMILYOV EURASIAN NATIONAL UNIVERSITY in Kazakhstan, stands as a vital platform for researchers and professionals engaging in the fields of Applied Mathematics, Computational Mathematics, Computer Science Applications, Information Systems, Mathematical Physics, and Modeling and Simulation. With its ISSN 2306-6172 and E-ISSN 2308-9822, this academic journal aims to foster innovative research and facilitate knowledge transfer in these interdisciplinary domains. The journal, which converges its endeavors from 2013 to 2024, is currently ranked Q3 across its various categories in 2023, reflecting its growing influence and commitment to academic excellence. Despite its open access availability, the journal's dedication to quality research is evident as it attracts contributions that not only advance theoretical understanding but also address practical applications. With a supportive community of researchers in an increasingly important field, the Eurasian Journal of Mathematical and Computer Applications is poised to remain a significant resource for those seeking to propel the boundaries of mathematical and computational sciences.

Revista Internacional de Metodos Numericos para Calculo y Diseno en Ingenieria

Connecting Scholars to Shape the Future of Engineering
Publisher: SCIPEDIA S LISSN: 0213-1315Frequency: 4 issues/year

Revista Internacional de Metodos Numericos para Calculo y Diseno en Ingenieria is a prominent academic journal dedicated to the dissemination of innovative research and methodologies in the fields of applied mathematics and engineering. Published by SCIPEDIA S L in Spain, this journal has been an essential resource for researchers since its inception in 1987, transitioning to an Open Access model in 2016 to enhance accessibility and foster collaboration among professionals and academics globally. Currently indexed in Scopus, it holds a Q4 category designation in both applied mathematics and miscellaneous engineering fields for 2023, reflecting its focus on advancing numerical methods to solve engineering problems. Despite ranking at the lower percentile, it serves as a vital platform for emerging scholars and practitioners aiming to contribute to cutting-edge developments in numerical techniques and engineering design. The journal's commitment to providing a forum for new ideas makes it an invaluable asset for students, researchers, and industry professionals seeking to stay abreast of advancements in the discipline.

GEM-International Journal on Geomathematics

Pioneering Innovative Solutions in Earth Sciences
Publisher: SPRINGER HEIDELBERGISSN: 1869-2672Frequency: 1 issue/year

GEM-International Journal on Geomathematics, published by Springer Heidelberg, is a distinguished platform dedicated to advancing the interdisciplinary field of geomathematics. With an ISSN of 1869-2672 and an E-ISSN of 1869-2680, this journal has been at the forefront of research since its inception in 2010, showcasing high-quality contributions through 2024. The journal holds a notable position within the Q3 category in Earth and Planetary Sciences and Modeling and Simulation, indicating its growing influence among academic peers, with Scopus ranks placing it within the top percentile of its field. GEM serves as an essential resource for researchers, professionals, and students keen on exploring mathematical applications in earth sciences, offering insights that bridge theory and practical application. Although it is not an open access journal, readers can access the full range of studies through institutional subscriptions, further enhancing its role as a catalyst for innovative research and collaboration.

Computation

Transforming challenges into solutions through computation.
Publisher: MDPIISSN: Frequency: 12 issues/year

Computation, published by MDPI, is an esteemed open-access journal that has been contributing to the fields of applied mathematics and computer science since its inception in 2013. With an E-ISSN of 2079-3197, this Swiss-based journal operates under a philosophy of free knowledge dissemination, allowing researchers, professionals, and students globally to access high-quality content without financial barriers. Recognized for its rigorous peer-review process, Computation is currently categorized in the Q2 and Q3 quartiles across significant domains, including Applied Mathematics (#181/635), Theoretical Computer Science (#52/130), and Modeling and Simulation (#138/324). As it converges towards 2024, the journal continues to attract innovative and impactful research aimed at advancing theoretical frameworks and practical applications within these disciplines. Joining the Computation community not only enriches individual research portfolios but also contributes to the broader conversation on computational methodologies and their applications in solving real-world problems.

Mathematical Foundations of Computing

Bridging Mathematics and Computing for a Digital Tomorrow
Publisher: AMER INST MATHEMATICAL SCIENCES-AIMSISSN: Frequency: 4 issues/year

Mathematical Foundations of Computing, published by the American Institute of Mathematical Sciences (AIMS), is a distinguished open-access journal that has been actively disseminating influential research in the fields of Artificial Intelligence, Computational Mathematics, Computational Theory and Mathematics, and Theoretical Computer Science since its inception in 2009. With its E-ISSN 2577-8838, this journal is committed to providing researchers and practitioners with cutting-edge mathematical theories and methodologies that underpin modern computational practices, which is critical for advancing the field. The journal proudly holds a Q3 categorization in several relevant domains as of 2023, reflecting its contribution and accessibility amid an evolving academic landscape. By offering open access to its content, it ensures that vital research is freely available to a global audience, enhancing collaboration and innovation. Positioned in the heart of the United States, Mathematical Foundations of Computing serves as a crucial resource for advancing knowledge and fostering discussions among researchers, professionals, and students passionate about the mathematical underpinnings of computing.

Geoscience Frontiers

Leading the Charge in Earth Science Discoveries
Publisher: CHINA UNIV GEOSCIENCES, BEIJINGISSN: 1674-9871Frequency: 6 issues/year

Geoscience Frontiers is a premier open-access journal that has been at the forefront of disseminating impactful research in the field of Earth and Planetary Sciences since its inception in 2010. Published by China University of Geosciences, Beijing, this journal operates from the Netherlands and has gained recognition for its rigorous peer-review process and high standards of scholarship, earning a distinguished position as Q1 in the Earth and Planetary Sciences category. With a Scopus ranking of 5 out of 195, placing it in the 97th percentile, it reflects the journal's commitment to addressing global geological challenges and advancing our understanding of the Earth’s dynamic systems. As an open-access platform, Geoscience Frontiers ensures that vital research is widely accessible, fostering collaboration and innovation among researchers, professionals, and students alike. By providing a forum for cutting-edge discoveries and theories, the journal plays a critical role in shaping the future of geoscientific research and education.

International Journal of Computing Science and Mathematics

Charting New Territories in Computational Theory and Practice
Publisher: INDERSCIENCE ENTERPRISES LTDISSN: 1752-5055Frequency: 6 issues/year

The International Journal of Computing Science and Mathematics, published by INDERSCIENCE ENTERPRISES LTD, is a pivotal platform for the dissemination of cutting-edge research in the intertwined disciplines of computing science and mathematics. With an ISSN of 1752-5055 and an E-ISSN of 1752-5063, the journal primarily serves the academic community engaged in applied mathematics, computational mathematics, theoretical computer science, and more, making significant contributions that resonate across various fields of technology and science. While the journal is currently categorized in the Q4 quartile for multiple related fields, including Applied Mathematics and Computational Theory, it continues to strive towards advancing the knowledge and practice within these areas. Spanning years from 2007 to 2010 and again from 2012 to 2024, the journal seeks to publish high-quality, peer-reviewed articles that not only address theoretical advancements but also explore practical applications of computing science in mathematical contexts, thereby fostering collaboration among researchers, professionals, and students alike. Please note that this journal is not available as Open Access, thus ensuring a curated content selection intended for dedicated research communities.

Proceedings of the Romanian Academy Series A-Mathematics Physics Technical Sciences Information Science

Bridging Disciplines: Where Mathematics Meets Engineering
Publisher: EDITURA ACAD ROMANEISSN: 1454-9069Frequency: 3 issues/year

Proceedings of the Romanian Academy Series A-Mathematics Physics Technical Sciences Information Science, published by EDITURA ACAD ROMANE, is a noteworthy academic journal that serves as a platform for disseminating original research in the intersecting fields of mathematics, physics, engineering, and computer science. With an ISSN of 1454-9069, this journal not only highlights the vibrant academic contributions from Romania but also attracts international submissions, thus fostering global collaboration. Though it currently does not offer an open-access model, the journal remains indexed in significant databases, reflecting its commitment to quality and scholarly rigor. The journal’s impact can be seen through its rankings, including Q4 in Computer Science, Q3 in Engineering, and Q4 across Mathematics and Physics, as well as its Scopus percentile rankings, which indicate meaningful contributions to these domains. With a converged publication span from 2008 to 2024, it aims to catalyze advancements in technical sciences while enriching the academic discourse among researchers, professionals, and students alike. The journal’s headquarters in Bucharest, Romania, positions it as a key player in the Eastern European academic landscape, making it essential reading for those engaged in cutting-edge research.

Geophysics

Illuminating the Path to Energy Resources through Geophysics
Publisher: SOC EXPLORATION GEOPHYSICISTS - SEGISSN: 0016-8033Frequency: 6 issues/year

Geophysics, published by the SOC EXPLORATION GEOPHYSICISTS - SEG, is a prestigious journal notable for its significant contributions to the fields of geophysics, geochemistry, and petrology. Since its inception in 1936, this journal has consistently provided a platform for high-quality research, maintaining a strong impact within the academic community, evidenced by its Q1 ranking in these important scientific categories for 2023. With an ISSN of 0016-8033 and an e-ISSN of 1942-2156, it features rigorous peer-reviewed articles that address the latest advancements in geophysics and related disciplines, contributing to a deeper understanding of Earth processes. Although it does not offer open access options, the journal ensures broad dissemination of knowledge and remains essential for researchers, professionals, and students dedicated to exploring energy resources and geophysical phenomena. Its Scopus rankings, including a commendable 22nd out of 165 in Earth and Planetary Sciences for Geophysics, affirm its importance and reach in the academic community. In addition to fostering scholarly discourse, Geophysics plays a critical role in advancing the practical applications of geophysical research, making it a vital resource for those engaged in exploration and environmental studies.