Collaborative Research: Advancing Thermodynamic Modeling of Open Magmatic Systems - Translithosphere Magma Chamber Simulator

合作研究：推进开放岩浆系统的热力学建模 - 跨岩石圈岩浆室模拟器

• 批准号: 2151038
• 负责人: Wendy Bohrson
• 金额: $ 48.05万
• 依托单位: Colorado School of Mines
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-10-01 至 2025-09-30
• 项目状态: 未结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2151038&HistoricalAwards=false
• 关键词: Collaborative; Research; Advancing; Thermodynamic; Modeling

Magma (molten rock) typically forms between 75 and 150 km below Earth’s surface (in the Earth’s mantle) and either stalls and cools in the upper 35-50 km (the Earth’s crust) or erupts to form a volcano. Understanding how magmas change physically and chemically informs an array of societally important topics from how, when, and where a volcano might erupt to the formation of economically important resources. These changes are documented by a computer tool called the Magma Chamber Simulator that was developed by the Principal Investigators. Funding provided by this grant for advancements to the Magma Chamber Simulator will enhance geologists’ ability to address a range of questions, such as where magmas form and cool in the Earth’s interior, how magmas evolve from Hawaiian-like to Yellowstone-like compositions, and what magma gas content might be, which potentially controls the explosivity that might occur, with obvious societal implications. This information provides data for volcanologists to better predict volcanic eruptions and assess the volcanic hazards that impact the health, safety, and livelihood of millions of people. Changes to the Magma Chamber Simulator involve adding additional mathematical approaches to how magmas change, updating and verifying a complex computer code, and running computer models on particular groups of volcanic rocks to address typical questions. The Magma Chamber Simulator is a free computer modeling tool that is available to anyone and thus provides capability for beginning students to experienced professionals to learn about how magmas change as they move from inside the Earth to the surface. Funding will provide opportunities for students and early career professionals to learn about computer modeling and the benefits it provides for advancing scientific understanding of a range of geologic topics. Training activities, from beginning to advanced level, will be provided both online and in person. Funding will also support advanced educational training for diverse students who will enter the earth science work force, which in the coming decades is key to addressing solutions to many of the hazard and resource challenges humans face. This funding will support substantial advances the petrologic community’s capability to model open system magma evolution for translithosphere magma systems by adding significant keystone functionality to the publicly available tool, the Magma Chamber Simulator (MCS). The new tool, called Translithosphere Magma Chamber Simulator (TL-MCS) utilizes the capabilities of MCS, a thermodynamic model that quantifies the evolution of an open system where magma, wallrock, and recharge/stoping/entrainment reservoirs exchange matter and energy. MCS models simultaneous crustal contamination, magma recharge, cumulate/mush entrainment, and fractional crystallization. Five new capabilities to TL-MCS include: (i) transport of a fluid phase from wallrock to magma; (ii) radiogenic isotopic disequilibrium during wallrock melting; (iii) equilibrium crystallization of resident magma; (iv) reaction of earlier formed crystals and resident magma; and (v) translithosphere modeling functionality (i.e., polybaric, polybaric-isobaric modeling capability). New post-processing capabilities will enhance and accelerate interpretation of results of TL-MCS models; Jupyter notebooks (using Python) will include (i) user-friendly statistical techniques that inform the choice of ‘best fit’ models, and (ii) new algorithms for efficient data archiving and user ‘on-demand’ plotting. Widespread distribution and use of TL-MCS are top priorities. Funding will support strategies for sharing TL-MCS and training users that include continuous updates to the MCS website, online and in person workshops, and online tutorials offered in English and Spanish. Because TL-MCS has complex functionality, additional training for advanced users will focus on effective and efficient modeling strategies and include publication of a roadmap of effective modeling practices. Application of TL-MCS to igneous localities worldwide will enable diverse researchers to explore the open system translithosphere evolution of these systems. Funding for diverse students and post-doctoral researchers will support their scientific and professional development and position them to join the earth science workforce as highly trained computer modelers. Opportunities will include designing and executing research projects and tutorials, writing proposals, leadership roles in workshops and tutorial development, oral presentations, peer-reviewed publications, and development of professional networks. Finally, increased opportunity for engagement in open system processes research will be available via an online world-wide open system magma processes working group that the funded scientists will initiate and manage.This project is co-funded by a collaboration between the Directorate for Geosciences and Office of Advanced Cyberinfrastructure to support AI/ML and open science activities in the geosciences.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

岩浆（熔融岩石）通常在地球表面以下 75 至 150 公里（地幔）处形成，并在上层 35-50 公里（地壳）处停滞并冷却，或喷发形成火山 了解岩浆的物理变化。并以化学方式告知一系列对社会重要的话题，从火山如何、何时、何地喷发到经济上重要的资源的形成，这些变化都被称为“岩浆室”的计算机工具记录下来。该模拟器由首席研究员开发，用于改进岩浆室模拟器，这将提高地质学家解决一系列问题的能力，例如岩浆在地球内部的形成和冷却位置、岩浆如何从夏威夷演化而来。 -类似于黄石公园的成分，以及岩浆气体含量可能是什么，这可能控制可能发生的爆炸，具有明显的社会影响。这些信息为火山学家提供了数据，以更好地预测火山喷发和预测。评估影响数百万人健康、安全和生计的火山危害 对岩浆室模拟器的更改包括添加额外的数学方法来了解岩浆如何变化、更新和验证复杂的计算机代码以及在特定群体上运行计算机模型。岩浆室模拟器是一款免费的计算机建模工具，任何人都可以使用，从而为初学者和经验丰富的专业人士提供了了解岩浆从地球内部移动到地表时如何变化的能力。将提供还将为学生和早期职业专业人员提供学习计算机建模及其为促进对一系列地质主题的科学理解所带来的好处的机会，并将提供在线和面对面的培训活动。为将进入地球科学工作队伍的不同学生提供高级教育培训，这在未来几十年内是解决人类面临的许多危害和资源挑战的关键。这笔资金将支持岩石学界模拟开放系统的能力取得重大进展。通过添加跨岩石圈岩浆系统的岩浆演化岩浆室模拟器 (MCS) 是公开工具的重要关键功能。新工具称为跨岩石圈岩浆室模拟器 (TL-MCS)，它利用了 MCS 的功能，MCS 是一种热力学模型，可量化岩浆所在的开放系统的演化。 、围岩和补给/停止/夹带储层交换物质和能量，MCS 模型同时地壳污染、岩浆补给、累积/糊状夹带和分步结晶。 TL-MCS 的能力包括：（i）从围岩到岩浆的流体相传输；（ii）围岩熔化过程中的放射性同位素不平衡；（iii）驻留岩浆的平衡结晶；（iv）早期形成的晶体和驻留岩浆的反应。 (v)跨岩石圈建模功能（即多压、多压-等压建模能力）将增强和加速对结果的解释。 TL-MCS 模型；Jupyter 笔记本（使用 Python）将包括（i）用户友好的统计技术，用于通知“最适合”模型的选择，以及（ii）用于高效数据归档和用户“按需”绘图的新算法TL-MCS 的广泛分发和使用是首要任务，资金将支持共享 TL-MCS 和培训用户的策略，包括不断更新 MCS 网站、在线和面对面研讨会以及以英语和西班牙语提供的在线教程。 TL-MCS 具有复杂的功能，对高级用户的额外培训将侧重于有效和高效的建模策略，并包括发布 TL-MCS 在全球火成岩地区的应用路线图，将使不同的研究人员能够探索开放系统跨岩石圈。这些系统的发展。对不同学生和博士后研究人员的资助将支持他们的科学和专业发展，并使他们能够作为训练有素的计算机建模者加入地球科学队伍，机会将包括设计和执行研究项目和教程、撰写提案、领导角色最后，通过受资助的科学家组成的在线全球开放系统岩浆过程工作组，将提供更多参与开放系统过程研究的机会。将启动和管理。该项目由地球科学理事会和高级网络基础设施办公室之间的合作共同资助，以支持地球科学领域的人工智能/机器学习和开放科学活动。该奖项反映了 NSF 的法定使命，并被认为值得支持通过评估使用基金会的智力价值和更广泛的影响审查标准。