Post, November 13, 2025 • (University of Michigan) We implemented Bayesian inference (BI)-based material flow analysis (MFA) on the global fiber reinforced polymer composite supply chain to quantify the material and energy efficiency of the supply chain. The code contains necessary functions to generate a BI-based MFA model structure and run posterior sampling using a...
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Compilation of Geospatial Data (GIS) for the Mineral Industries and Related Infrastructure of Africa
Post, November 13, 2025 • (U.S. Geological Survey) This geodatabase reflects the U.S. Geological Survey’s (USGS) ongoing commitment to its mission of understanding the nature and distribution of global mineral commodity supply chains by updating and publishing the georeferenced locations of mineral commodity production and processing facilities, mineral exploration and development sites, and mineral commodity...
Compilation of Geospatial Data (GIS) for the Mineral Industries and Related Infrastructure of Select Countries in Southwest Asia
Post, November 13, 2025 • (U.S. Geological Survey) The U.S. Geological Survey (USGS) has compiled a geodatabase containing mineral-related geospatial data for 10 countries of interest in Southwest Asia (area of study): Afghanistan, Cambodia, Laos, India, Indonesia, Iran, Nepal, North Korea, Pakistan, and Thailand. The data can be used in analyses of the extractive fuel...
Compilation of Geospatial Data (GIS) for the Mineral Industries and Related Infrastructure of the People’s Republic of China
Post, November 13, 2025 • (U.S. Geological Survey) The U.S. Geological Survey (USGS) has compiled a geodatabase containing mineral-related geospatial data for the People's Republic of China. The data can be used in analyses of the extractive fuel and nonfuel mineral industries and related economic and physical infrastructure integral for the successful operation of the...
Compilation of Geospatial Data (GIS) for the Mineral Industries of Select Countries in the Indo-Pacific
Post, November 13, 2025 • (U.S. Geological Survey) The U.S. Geological Survey (USGS) has compiled a geodatabase containing mineral-related geospatial data for 19 countries of interest in the Indo-Pacific region (area of study): Bangladesh, Bhutan, Brunei, Burma, Fiji, Malaysia, Mongolia, Nauru, New Caledonia, New Zealand, Papua New Guinea, Philippines, Singapore, Solomon Islands, South Korea (Republic...
Global Value Chain and Manufacturing Analysis on Geothermal Power Plant Turbines
Post, November 13, 2025 • (National Renewable Energy Laboratory) In this study, we have undertaken a robust analysis of the global supply chain and manufacturing costs for components of Organic Rankine Cycle (ORC) Turboexpander and steam turbines used in geothermal power plants. We collected a range of market data influencing manufacturing from various data sources...
Grade and tonnage data for lithium, cesium, and rubidium pegmatite deposits
Post, November 13, 2025 • (U.S. Geological Survey) Pegmatites are a major host of global lithium, cesium, and rubidium resources. However, the existing grade and tonnage dataset for lithium pegmatites that was published in 1992 does not represent the current industry parameters used to delineate resources. There are no existing grade and tonnage datasets for...
Lithium Deposits in the United States
Post, November 13, 2025 • (U.S. Geological Survey) This data release provides the descriptions of approximately 20 U.S. sites that include mineral regions, mines, and mineral occurrences (deposits and prospects) that contain enrichments of lithium (Li). This release includes sites that have a contained resource and (or) past production of lithium metal greater than 15,000...
Manufacturing and Energy Supply Chain
Post, November 13, 2025 • (Department of Energy) The Office of Manufacturing and Energy Supply Chains is responsible for strengthening and securing manufacturing and energy supply chains needed to modernize the nation’s energy infrastructure and support a clean and equitable energy transition. The office is catalyzing the development of an energy sector industrial base through...
Natural Gas Acquisition Program
Post, November 13, 2025 • (General Services Administration Agency) The "NGAP" system is a web based application which serves NGAP GSA users for tracking information details for various natural gas supply chain elements like Agency, LDC, and Facility with their respective Point of Contacts information. In addition to this, it also maintains the Cost &...
NYSERDA New York Offshore Wind Supply Chain Dataset
Post, November 13, 2025 • (New York Open Data) The dataset contains contact and description information for local supply chain organizations, offshore wind developers, and original equipment manufacturers that provide goods and services to support New York State’s offshore wind industry. To request placement in this database, or to update your company’s information, please visit...
Rare Earth Element (REE), Critical Mineral, and Geochemical Characterization of Manganese Oxide Ore Deposits in the Appalachian Mountains of Tennessee, Virginia, and West Virginia
Post, November 13, 2025 • (U.S. Geological Survey) Manganese is a designated critical mineral, being industrially utilized for producing steel and batteries, including in the production of electric vehicles (Rozelle et al., 2021). The eastern United States hosts hundreds of manganese oxide mines that served steel production until their abandonment in the mid-twentieth century (Pegau,...
Rare Earth Element (REE), Critical Mineral, and Geochemical Characterization of Manganese Oxide Ore Deposits in the Virginia Piedmont and Valley Ridge
Post, November 13, 2025 • (U.S. Geological Survey) Manganese is a designated critical mineral, being industrially utilized for producing steel and batteries, including in the production of electric vehicles (Rozelle and others, 2021). The eastern United States hosts hundreds of manganese oxide mines that served steel production until their abandonment in the mid-twentieth century (Pegau,...
Supply Chain data for iron ore to finished good in the U.S.
Post, November 13, 2025 • (University of Michigan) Our work seeks to better understand the financial risks to corporate operations as a basis for exploring alternative public-private investment strategies. We applied network analysis to model financial relationships within this sector and its connectedness to primary commodities transported on the Great Lakes. The financial network maps...
Trade Codes Related to the Lithium-Ion Battery Supply Chain for the United States, the European Union, and the People’s Republic of China
Post, November 13, 2025 • (U.S. Geological Survey) This dataset presents information concerning 8- and 10-digit trade codes related to the rechargeable lithium-ion battery (LIB) supply chain for the People's Republic of China (PRC) and the European Union, and the United States as classified by Customs and Border Protection (CBP) rulings. Note that this dataset...
Translator for the SysML Extension for Logistics Modeling and Analysis (SysLMA)
Post, November 13, 2025 • (National Institute of Standards and Technology) This includes source and compiled code for translating SysML models extended by the SysML Extension for Logistics Modeling and Analysis (SysLMA) to logistics analysis platforms, along with library, profile, and example files. Link to Dataset Translator for the SysML Extension for Logistics Modeling and...