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Federal University of Minas Gerais

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uuid0008ryq

Namestring
Federal University of Minas Gerais
Legal namestring
Universidade Federal de Minas Gerais
Websiteurl
ufmg.br
Company typeenum
Public
Founded yearint
1927
Descriptiontext

The Federal University of Minas Gerais (UFMG) is a public federal university headquartered in Belo Horizonte, Minas Gerais, Brazil. Founded in 1927 and federalized in 1949, UFMG is one of Brazil's five largest universities and the largest federal university in the country. It serves more than 53,000 students across undergraduate, graduate, and basic education programs through 97 undergraduate courses and more than 90 graduate programs, with an active research portfolio exceeding 8,500 ongoing projects. The institution operates across eight cities, with a total footprint of 13.8 million square meters and more than 715,000 square meters of built area, and has been recognized as one of the top ten universities in Latin America and the higher education institution with the greatest sustainability impact in South America by Times Higher Education.

UFMG's core operations span three missions: teaching, research, and extension. Beyond traditional academic output, the university has developed notable proprietary technology platforms. The Selo Verde platform cross-references government data on land use, deforestation, cattle transport, and environmental compliance to help Brazilian producers meet EU Deforestation Regulation (EUDR) requirements, and has been adopted by four Brazilian states (Pará, Minas Gerais, Acre, and Espírito Santo). In partnership with CONAB, UFMG co-developed the Plataforma Parque Cafeeiro, a digital traceability system using AI and satellite imagery to verify deforestation-free coffee production. UFMG researchers also produced the first catalog of structural defects ("smells") in AI coding agent configuration files (Claude.md, Agents.md).

UFMG is funded primarily through Brazilian federal appropriations from the Ministry of Education (MEC) and research grant agencies (CAPES, CNPq, FAPEMIG), and provides tuition-free education to Brazilian citizens. As a government-owned institution, it has no equity investors and no commercial revenue model in the traditional sense; revenue model classification of "subscription_recurring" in source data reflects recurring government appropriations rather than customer payments. Additional revenue streams include research grants, partnerships with private entities such as Innospec Fuel Specialties, and consulting-style studies with organizations such as Rainforest Foundation Norway. The institution's primary customers are students (distributed across all segments of Brazilian society), Brazilian state governments adopting compliance platforms, and the broader Brazilian public reached through extension activities that have benefited more than 3.2 million people.

Short descriptiontext

The Federal University of Minas Gerais (UFMG) is Brazil's largest federal public university, serving 53,000+ students across eight cities with tuition-free teaching, 8,500+ research projects, and proprietary compliance platforms including Selo Verde for EU Deforestation Regulation adherence.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
5,001–10,000
akta.pro rankint
HeadquartersBelo Horizonte, Brazil
HQ citystring
Belo Horizonte
HQ countrystring
Brazil
HQ regionstring
Latin America
Markets served

Serves global market

Offices3 records

Each record includes

City, Country, Type, Description, Source

Keyword5 values
higher education services, scientific research, university extension programs, graduate education programs, public university education
NAICS code3 codes
  • Colleges, Universities, and Professional Schools611310
  • Colleges, Universities, and Professional Schools6113
  • Scientific Research and Development Services5417
SIC code2 codes
  • Services-Educational Services8200
  • Services-Engineering, Accounting, Research, Management8700
Product category
Higher Education
GTM motion1 record

Each record includes

Type, Description, Source

Revenue model2 records
1Public Higher Education Services
TypeSubscription Recurring
Description

As a public federal university in Brazil, UFMG operates tuition-free for Brazilian citizens. The institution is funded primarily through government appropriations from federal, state, and municipal sources, including the Ministry of Education (MEC), CAPES (Coordination for the Improvement of Higher Education Personnel), CNPq (National Council for Scientific and Technological Development), and FAPEMIG (State of Minas Gerais Research Foundation). Revenue also comes from research grants, partnerships with private entities, and extension service fees.

ufmg.br
2Research Studies and Reports
TypeProfessional Services
Description

UFMG researchers conduct studies in partnership with organizations such as Rainforest Foundation Norway, producing research that may inform policy and generate consulting opportunities.

economist.com
Marketing channels8 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels4 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components6 values
Personnel, Operations, Infrastructure, Technology or R&D, Marketing or Sales, Others
GTM typeB2C
B2C
Offering typeServices
Services
Brand1 of 16 records shown
1Selo Verde
Description

A free public platform developed by UFMG researchers that cross-references government data on land use, deforestation, cattle transport, and environmental compliance to help Brazilian producers meet EU Deforestation Regulation (EUDR) requirements

ufmg.br
+15 more records
Core offering1 text field

UFMG is a public federal university providing tuition-free higher education across 97 undergraduate courses and 90+ graduate programs to 53,000+ students. It conducts 8,500+ ongoing research projects, offers extension programs benefiting 3.2 million+ people, and has developed digital platforms such as Selo Verde for environmental compliance and Plataforma Parque Cafeeiro for coffee traceability.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 4 values shown
  • 95% of undergraduate courses ranked among best in Brazil; 75% of doctoral programs rated among best in Brazil by Ministry of Education
+3 more records
Product overview1 text field

The Federal University of Minas Gerais (UFMG) is a public higher education institution that does not offer traditional commercial products. However, its researchers have developed public digital platforms including Selo Verde, a compliance verification tool for EUDR requirements. UFMG also partnered with CONAB to develop Plataforma Parque Cafeeiro, a digital traceability platform. The university focuses on academic research, teaching, and extension services rather than commercial product offerings.

Product and service1 record
1Undergraduate Degree Programs
Scale indicator10 records

Each record includes

Type, Value, Description, Source

Partnership5 partners
Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2026-01-01
Description

Brazil's National Supply Company developed the Plataforma Parque Cafeeiro digital traceability platform in partnership with UFMG to help Brazilian coffee producers maintain competitive access to the European market by verifying EUDR compliance through AI and satellite imagery.

Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2024-01-01
Description

UNESCO IESALC released a case study publication on intercultural STEM education approaches for Indigenous youth in Brazilian higher education, developed in collaboration with UFMG and supported by Innospec Fuel Specialties LLC. The initiative (2024-early 2026) explores how scientific and ancestral knowledge systems can interact to strengthen sustainability education while advancing Indigenous participation and leadership in STEM fields.

Strategic tierMinorTypeStrategic or Co-development PartnerAnnounced on2024-01-01
Description

Corporate sponsor supporting the UNESCO-UFMG intercultural STEM education initiative for Indigenous youth, providing funding and resources for the program implemented between 2024 and early 2026.

Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2024-01-01
Description

UFMG and Rainforest Foundation Norway conducted a joint study released in October 2024 on how decades of increasing maize and soyabean production in Brazil have led to deforestation causing economic harm to farmers, undermining the traditional argument between farmers and environmentalists.

5Government of the State of Minas Gerais
Strategic tierCoreTypeStrategic or Co-development Partner
Description

Partnership between UFMG and the State of Minas Gerais government for the Centro de Treinamento Esportivo (CTE), establishing an integrated policy for technical-scientific development of athletes, coaches, and undergraduate students. CTE is a national reference in sports talent detection and development.

ufmg.br
Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Brazil's largest public research university, consistently ranked #1 in Latin America. USP is the closest peer to UFMG: comparable scale, similar federal/state funding model, overlapping research strengths, and direct competition for top faculty and graduate students.

TypeDirect peer
Description

São Paulo state public university and one of Brazil's top three research universities. UNICAMP competes with UFMG for graduate students, faculty, and research funding, and shares the Brazilian public university operating model with strong technology transfer and innovation output.

TypeDirect peer
Description

Brazilian federal university of comparable scale and research intensity, also funded by the Ministry of Education. UFRJ competes directly with UFMG in STEM, graduate programs, and federal research grants, and shares the same federal funding constraints and academic governance model.

TypeDirect peer
Description

Another large Brazilian federal university with strong research output and graduate programs. UFRGS directly competes for CAPES/CNPq research funding and shares UFMG's federal public university operating model and ranking-tier positioning in Latin America.

TypeDirect peer
Description

Federal public university in the national capital with similar scale, graduate program depth, and research profile. UnB is a direct peer in the federal university system and competes with UFMG for graduate students, faculty, and federal research funding.

TypeDirect peer
Description

Top-ranked Brazilian private research university with comparable graduate program quality and research output. PUC-Rio competes with UFMG for top students and faculty in engineering, social sciences, and humanities, and serves as the private-sector benchmark for academic excellence in Brazil.

TypeRegional player
Description

Argentina's largest public university and a regional peer in Latin American public higher education. UBA shares the tuition-free public university model and comparable scale, competing with UFMG in regional research rankings (THE, QS Latin America) and cross-border research collaboration.

8Universidad Nacional Autónoma de México (UNAM)
TypeRegional player
Description

Mexico's premier public research university, the largest in Latin America by enrollment. UNAM is a regional peer in scale, research output, and public university governance, and a fellow top-tier THE Latin America ranking competitor alongside UFMG.

TypeDirect peer
Description

Brazilian federal university with strong graduate programs, particularly in engineering and applied sciences. UFSC competes with UFMG in the federal university system for faculty and research funding, with overlapping research strengths and similar extension program orientation.

TypeDirect peer
Description

Major private university headquartered in Belo Horizonte, sharing the same city as UFMG. PUC Minas is a direct local competitor for undergraduate and graduate students in Minas Gerais and competes with UFMG's extension and professional education programs in the same metropolitan market.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat6 records

Each record includes

Type, Details

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers7 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment5 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile5 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
No
API detail
Has APIbool
No

Docs URL, Description

AI maturity
App detail

Has app

Feature3 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles4 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

Subsidiaries5 records

Each record includes

Name, Acquired on, Relationship type, Type, Business focus

No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Federal University of Minas Gerais

Higher Educationufmg.br

The Federal University of Minas Gerais (UFMG) is Brazil's largest federal public university, serving 53,000+ students across eight cities with tuition-free teaching, 8,500+ research projects, and proprietary compliance platforms including Selo Verde for EU Deforestation Regulation adherence.

What Federal University of Minas Gerais does

The Federal University of Minas Gerais (UFMG) is a public federal university headquartered in Belo Horizonte, Minas Gerais, Brazil. Founded in 1927 and federalized in 1949, UFMG is one of Brazil's five largest universities and the largest federal university in the country. It serves more than 53,000 students across undergraduate, graduate, and basic education programs through 97 undergraduate courses and more than 90 graduate programs, with an active research portfolio exceeding 8,500 ongoing projects. The institution operates across eight cities, with a total footprint of 13.8 million square meters and more than 715,000 square meters of built area, and has been recognized as one of the top ten universities in Latin America and the higher education institution with the greatest sustainability impact in South America by Times Higher Education.

UFMG's core operations span three missions: teaching, research, and extension. Beyond traditional academic output, the university has developed notable proprietary technology platforms. The Selo Verde platform cross-references government data on land use, deforestation, cattle transport, and environmental compliance to help Brazilian producers meet EU Deforestation Regulation (EUDR) requirements, and has been adopted by four Brazilian states (Pará, Minas Gerais, Acre, and Espírito Santo). In partnership with CONAB, UFMG co-developed the Plataforma Parque Cafeeiro, a digital traceability system using AI and satellite imagery to verify deforestation-free coffee production. UFMG researchers also produced the first catalog of structural defects ("smells") in AI coding agent configuration files (Claude.md, Agents.md).

UFMG is funded primarily through Brazilian federal appropriations from the Ministry of Education (MEC) and research grant agencies (CAPES, CNPq, FAPEMIG), and provides tuition-free education to Brazilian citizens. As a government-owned institution, it has no equity investors and no commercial revenue model in the traditional sense; revenue model classification of "subscription_recurring" in source data reflects recurring government appropriations rather than customer payments. Additional revenue streams include research grants, partnerships with private entities such as Innospec Fuel Specialties, and consulting-style studies with organizations such as Rainforest Foundation Norway. The institution's primary customers are students (distributed across all segments of Brazilian society), Brazilian state governments adopting compliance platforms, and the broader Brazilian public reached through extension activities that have benefited more than 3.2 million people.

Federal University of Minas Gerais firmographics

Firmographics
Name
Federal University of Minas Gerais
Legal name
Universidade Federal de Minas Gerais
Website
https://ufmg.br
Company type
Public
Founded year
1927
Operating status
Operating
Headcount range
5,001–10,000 employees
Short description
The Federal University of Minas Gerais (UFMG) is Brazil's largest federal public university, serving 53,000+ students across eight cities with tuition-free teaching, 8,500+ research projects, and proprietary compliance platforms including Selo Verde for EU Deforestation Regulation adherence.
Ownership category
akta.pro rank

Where Federal University of Minas Gerais is headquartered

Location

Headquarters

HQ city
Belo Horizonte
HQ country
Brazil
HQ region
Latin America

Offices3 records

Markets served

Federal University of Minas Gerais business model

Business model
GTM type
B2C
Offering type
Services
Cost components
Personnel, Operations, Infrastructure, Technology or R&D, Marketing or Sales, Others

Revenue model

  1. Public Higher Education Services: As a public federal university in Brazil, UFMG operates tuition-free for Brazilian citizens. The institution is funded primarily through government appropriations from federal, state, and municipal sources, including the Ministry of Education (MEC), CAPES (Coordination for the Improvement of Higher Education Personnel), CNPq (National Council for Scientific and Technological Development), and FAPEMIG (State of Minas Gerais Research Foundation). Revenue also comes from research grants, partnerships with private entities, and extension service fees.
  2. Research Studies and Reports: UFMG researchers conduct studies in partnership with organizations such as Rainforest Foundation Norway, producing research that may inform policy and generate consulting opportunities.

Go-to-market motion1 record

Distribution channels4 records

Marketing channels8 records

Federal University of Minas Gerais product offering

Product offering

Core offering

UFMG is a public federal university providing tuition-free higher education across 97 undergraduate courses and 90+ graduate programs to 53,000+ students. It conducts 8,500+ ongoing research projects, offers extension programs benefiting 3.2 million+ people, and has developed digital platforms such as Selo Verde for environmental compliance and Plataforma Parque Cafeeiro for coffee traceability.

Product overview

The Federal University of Minas Gerais (UFMG) is a public higher education institution that does not offer traditional commercial products. However, its researchers have developed public digital platforms including Selo Verde, a compliance verification tool for EUDR requirements. UFMG also partnered with CONAB to develop Plataforma Parque Cafeeiro, a digital traceability platform. The university focuses on academic research, teaching, and extension services rather than commercial product offerings.

Differentiator

Problem solved

Functional benefit

Brands

  • Selo Verde: A free public platform developed by UFMG researchers that cross-references government data on land use, deforestation, cattle transport, and environmental compliance to help Brazilian producers meet EU Deforestation Regulation (EUDR) requirements
  • Plataforma Parque Cafeeiro
  • TV UFMG
  • Rádio UFMG Educativa
  • EEFFTO - Centro Esportivo Universitário (CEU)
  • Centro de Treinamento Esportivo (CTE)
  • Grupo Sarandeiros
  • 90 Anos de Histórias
  • Festival de Inverno UFMG
  • Festival de Verão UFMG
  • Espaço do Conhecimento UFMG
  • Rede Inter-Nós
  • Proex - Pró-Reitoria de Extensão
  • Proplan - Pró-Reitoria de Planejamento
  • PRPQ - Pró-Reitoria de Pesquisa
  • CEDECOM

Products and services

  • Undergraduate Degree Programs

Quantifiable outcome

  • 95% of undergraduate courses ranked among best in Brazil; 75% of doctoral programs rated among best in Brazil by Ministry of Education
  • +3 more outcomes

Companies that use Federal University of Minas Gerais

Customer profile

Named customers7 records

Segments5 records

Ideal customer profiles5 records

Federal University of Minas Gerais technology and API

Technology

Technology focussed No

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Feature3 records

Federal University of Minas Gerais partnerships and signals

Strategic signal

Partnerships

Five partnerships are on record, tiered core and minor.

  • CONAB (Companhia Nacional de Abastecimento)coreStrategic or Co-development Partner · 1 January 2026Brazil's National Supply Company developed the Plataforma Parque Cafeeiro digital traceability platform in partnership with UFMG to help Brazilian coffee producers maintain competitive access to the European market by verifying EUDR compliance through AI and satellite imagery.
  • UNESCO IESALCcoreStrategic or Co-development Partner · 1 January 2024UNESCO IESALC released a case study publication on intercultural STEM education approaches for Indigenous youth in Brazilian higher education, developed in collaboration with UFMG and supported by Innospec Fuel Specialties LLC. The initiative (2024-early 2026) explores how scientific and ancestral knowledge systems can interact to strengthen sustainability education while advancing Indigenous participation and leadership in STEM fields.
  • Innospec Fuel Specialties LLCminorStrategic or Co-development Partner · 1 January 2024Corporate sponsor supporting the UNESCO-UFMG intercultural STEM education initiative for Indigenous youth, providing funding and resources for the program implemented between 2024 and early 2026.
  • Rainforest Foundation NorwaycoreStrategic or Co-development Partner · 1 January 2024UFMG and Rainforest Foundation Norway conducted a joint study released in October 2024 on how decades of increasing maize and soyabean production in Brazil have led to deforestation causing economic harm to farmers, undermining the traditional argument between farmers and environmentalists.
  • Government of the State of Minas GeraiscoreStrategic or Co-development PartnerPartnership between UFMG and the State of Minas Gerais government for the Centro de Treinamento Esportivo (CTE), establishing an integrated policy for technical-scientific development of athletes, coaches, and undergraduate students. CTE is a national reference in sports talent detection and development.

Scale indicators10 records

Expansion highlights6 records

Federal University of Minas Gerais competitors and assessment

Company assessment

Direct peers

  • Universidade de São Paulo (USP): Brazil's largest public research university, consistently ranked #1 in Latin America. USP is the closest peer to UFMG: comparable scale, similar federal/state funding model, overlapping research strengths, and direct competition for top faculty and graduate students.
  • Universidade Estadual de Campinas (UNICAMP): São Paulo state public university and one of Brazil's top three research universities. UNICAMP competes with UFMG for graduate students, faculty, and research funding, and shares the Brazilian public university operating model with strong technology transfer and innovation output.
  • Universidade Federal do Rio de Janeiro (UFRJ): Brazilian federal university of comparable scale and research intensity, also funded by the Ministry of Education. UFRJ competes directly with UFMG in STEM, graduate programs, and federal research grants, and shares the same federal funding constraints and academic governance model.
  • Universidade Federal do Rio Grande do Sul (UFRGS): Another large Brazilian federal university with strong research output and graduate programs. UFRGS directly competes for CAPES/CNPq research funding and shares UFMG's federal public university operating model and ranking-tier positioning in Latin America.
  • Universidade de Brasília (UnB): Federal public university in the national capital with similar scale, graduate program depth, and research profile. UnB is a direct peer in the federal university system and competes with UFMG for graduate students, faculty, and federal research funding.
  • Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio): Top-ranked Brazilian private research university with comparable graduate program quality and research output. PUC-Rio competes with UFMG for top students and faculty in engineering, social sciences, and humanities, and serves as the private-sector benchmark for academic excellence in Brazil.
  • Universidade Federal de Santa Catarina (UFSC): Brazilian federal university with strong graduate programs, particularly in engineering and applied sciences. UFSC competes with UFMG in the federal university system for faculty and research funding, with overlapping research strengths and similar extension program orientation.
  • Pontifícia Universidade Católica de Minas Gerais (PUC Minas): Major private university headquartered in Belo Horizonte, sharing the same city as UFMG. PUC Minas is a direct local competitor for undergraduate and graduate students in Minas Gerais and competes with UFMG's extension and professional education programs in the same metropolitan market.

Regional players

  • Universidad de Buenos Aires (UBA): Argentina's largest public university and a regional peer in Latin American public higher education. UBA shares the tuition-free public university model and comparable scale, competing with UFMG in regional research rankings (THE, QS Latin America) and cross-border research collaboration.
  • Universidad Nacional Autónoma de México (UNAM): Mexico's premier public research university, the largest in Latin America by enrollment. UNAM is a regional peer in scale, research output, and public university governance, and a fellow top-tier THE Latin America ranking competitor alongside UFMG.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key highlights7 records

Customer concentration

Federal University of Minas Gerais social profiles

Digital presence

Federal University of Minas Gerais financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Federal University of Minas Gerais leadership team

Management profile

Number of profiles

Profiles4 records

Federal University of Minas Gerais subsidiaries and ownership

Company hierarchy

Subsidiaries5 records

Federal University of Minas Gerais funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Federal University of Minas Gerais M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Federal University of Minas Gerais

What does Federal University of Minas Gerais do?

UFMG is a public federal university providing tuition-free higher education across 97 undergraduate courses and 90+ graduate programs to 53,000+ students. It conducts 8,500+ ongoing research projects, offers extension programs benefiting 3.2 million+ people, and has developed digital platforms such as Selo Verde for environmental compliance and Plataforma Parque Cafeeiro for coffee traceability.

Is Federal University of Minas Gerais a public or private company?

Federal University of Minas Gerais is a public company. It is classified as state government owned and is currently operating.

When was Federal University of Minas Gerais founded?

Federal University of Minas Gerais was founded in 1927. It employs 5,001 to 10,000 people.

Where is Federal University of Minas Gerais based?

Federal University of Minas Gerais is headquartered in Belo Horizonte, Brazil, in the Latin America region.

How does Federal University of Minas Gerais make money?

Two revenue lines are on record. Public Higher Education Services are the primary driver. The others are research Studies and Reports.

Who are Federal University of Minas Gerais's main competitors?

Direct peers on record are Universidade de São Paulo (USP), Universidade Estadual de Campinas (UNICAMP), Universidade Federal do Rio de Janeiro (UFRJ), Universidade Federal do Rio Grande do Sul (UFRGS), Universidade de Brasília (UnB), Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio), Universidade Federal de Santa Catarina (UFSC) and Pontifícia Universidade Católica de Minas Gerais (PUC Minas). Regional players are Universidad de Buenos Aires (UBA) and Universidad Nacional Autónoma de México (UNAM).

Does Federal University of Minas Gerais have an API?

No public API is recorded for Federal University of Minas Gerais.

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Live signals
The Cool DownStudy warns human-caused warming could compress 3 million years of tropical change into decadesResearchers at Brazil's Federal University of Minas Gerais Remote Sensing Center examined tropical vegetation changes over the last 3.3 million years and found that human-caused warming could compress vegetation impacts equivalent to roughly 3 million years of Earth's history into just a few decades. The study, published in the Journal of Biogeography, projects that under high-emissions scenarios, tropical temperatures could rise 2-4°C by 2050, with the Amazon potentially warming by up to 4°C. The researchers warn that regions with exceptional long-term stability, including parts of the Malay Archipelago, may face abrupt transformation as species adapted to millions of years of consistent climate suddenly encounter rapid change.CIO잘못된 Claude.md가 AI를 망친다…연구진이 꼽은 설정 파일 6대 문제Researchers from the Federal University of Minas Gerais in Brazil have proposed the first catalog of 'smells' — structural defects — found in AI coding agent configuration files like Claude.md and Agents.md. An analysis of 100 popular open-source repositories found that 91 contained at least one smell, with lint leakage (62%), context bloat (42%), and skill leakage (35%) being the most prevalent issues. The researchers warn that these configuration file problems can undermine the reliability of coding agents and increase operational costs by wasting tokens and causing models to focus on secondary information.UNESCO World Heritage CentreIntercultural STEM for sustainability: A new case study publicationUNESCO IESALC released a case study publication on intercultural STEM education approaches for Indigenous youth in Brazilian higher education, developed in collaboration with the Federal University of Minas Gerais and supported by Innospec Fuel Specialties LLC. The publication, covering an initiative implemented between 2024 and early 2026, explores how scientific and ancestral knowledge systems can interact to strengthen sustainability education while advancing Indigenous participation and leadership in STEM fields. It provides practical recommendations for institutions seeking to advance intercultural STEM, including strengthening institutional foundations, ensuring ethical co-creation processes, and recognizing Indigenous youth as bridges between universities and their communities.South Africa TodayIn Brazil, a free platform uses government data to track EUDR complianceResearchers at the Federal University of Minas Gerais developed Selo Verde, a free public platform that cross-references government data on land use, deforestation, cattle transport, and environmental compliance to help Brazilian producers meet EU Deforestation Regulation (EUDR) requirements. The platform, which has been adopted by four Brazilian states (Pará, Minas Gerais, Acre, and Espírito Santo) with others developing their own versions, faces adoption challenges among businesses due to ongoing EUDR delays and limitations in achieving complete cattle traceability. Experts note that while Selo Verde represents a significant tool for monitoring deforestation, the self-declaratory nature of the underlying Rural Environmental Registry creates vulnerabilities, with authorities having verified less than 11% of registrations since 2014.pegnCONAB tracks in real time whether coffee meets EU environmental rulesBrazil's National Supply Company (CONAB) launched the Plataforma Parque Cafeeiro, a digital traceability platform using artificial intelligence and satellite imagery to verify that Brazilian coffee production is deforestation-free and compliant with the European Union's Anti-Deforestation Regulation. The system integrates government databases, maps coffee-growing areas nationwide, and enables producers to issue government-endorsed declarations certifying compliance with the EU's December 31, 2020 cutoff date. CONAB developed the platform in partnership with the Federal University of Minas Gerais to help Brazilian coffee maintain competitive access to the European market when regulations take effect at year's end.Graphene-InfoCombining 2D silica glass and graphene results in a 2D hybrid material called glapheneResearchers from Rice University, University of Sussex, Pennsylvania State University, and Federal University of Minas Gerais have developed a new 2D hybrid material called glaphene by combining graphene and silica glass. This method enables the creation of designer 2D hybrids that could advance electronics, photonics, and quantum devices, highlighting its potential for broader applications in next-generation materials. The research signifies a collaborative effort among institutions to innovate and explore new material properties.The EconomistDeforestation is costing Brazilian farmers millionsA study released in October by the Federal University of Minas Gerais and Rainforest Foundation Norway found that decades of increasing maize and soyabean production in Brazil have led to deforestation that is now causing significant economic harm to farmers. Without trees to circulate moisture, the land is becoming hotter and drier, reducing agricultural productivity and costing farmers millions in losses. The findings undermine the traditional argument between farmers and environmentalists by showing that deforestation harms the agricultural sector itself.PR NewswireNYU Researchers Find Weak Spots in Europe's "Right to be Forgotten" Data Privacy LawResearchers at NYU Tandon School of Engineering, NYU Shanghai, and the Federal University of Minas Gerais in Brazil published a study revealing fundamental technical flaws in Europe's 'Right to be Forgotten' law, finding that third parties can discover delisted URLs and identify the names of requesters. Of 283 delisted URLs examined, the researchers successfully determined requester names in 103 cases, estimating that hackers could potentially identify 30 to 40 percent of delisted mass-media URLs and associated requesters through publicly available media articles and targeted queries. The study, to be presented at the 16th Annual Privacy Enhancing Technologies Symposium in Darmstadt, Germany, highlights how the law's limited scope—requiring only search engines to delist links, not source articles to be removed—creates vulnerabilities that the researchers say defenses can only partially mitigate.