Industry landscapes
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE CHINA EDITION 2026

China’s
auto industry,
in focus.

The companies, capital and talent shaping auto in China. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Auto Industry Landscape of China
CN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Auto illustration
MEET THE COMPANIES

Explore China’s auto leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Auto company highlights in China, snapshot 6 August 2026
Company
BYDbyd.com$6.85B1,074
WM Motorwm-motor.com$6.4B3,952
Guaziguazi.com$4.82B4,000
Hozon New Energy Automobilehozonauto.com$4.32B112
Voyahvoyah.com.cn$2.74B
Zeekrzeekrlife.com$1.25B
Souchesouche.com$1.21B2,000
Uxinxin.com$1.13B760
Vignal Groupvignal-group.com3 roles600
Fuerdafuerda-china.com2 roles2,608
Yanfengyanfeng.com2 rolesFinancial figure available in RadarView in Radar
BH SENSbh-sens.com1 roles242
HLC Metal Partshlc-metalparts.com1 roles
JEE TECHNOLOGYjee-cn.com1 roles
Kia Motors Co.kia.cn1 roles
longing-china.comlonging-china.com1 roles
Autohomeautohome.com.cn5,500
BYDbydglobal.com570,060
Cherycheryinternational.com50,000
Dongfeng Motor Groupdfmg.com.cn119,420
FAW Group Corporationfaw.com123,658
Foton Motorfoton-global.comFinancial figure available in RadarView in Radar
GACgac.com.cn84,290
GAC MOTORgac-motor.com84,290
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only

Explore the live startup set in Radar

No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.

Explore classified startups in Radar ↗
THE KEY SIGNALS

Auto industry KPIs in China

A few useful ratios bring the size of this ecosystem into perspective.

6 August 2026
Hiring participation0.2%

8 of 3,213 tracked companies have open roles.

Funding participation7.7%

249 of 3,213 tracked companies have a recorded round.

Top 3 funding share41.6%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$41.2M

Midpoint of 218 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 41.6% of disclosed capital, while 92.3% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How China auto has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

China auto
$0$1.9B$3.8B$5.71B$7.61B2016: $1.48B20162017: $5.95B20172018: $4.69B20182019: $3.34B20192020: $3.09B20202021: $6.68B20212022: $4.09B20222023: $4.75B20232024: $286.46M20242025: $6.02B2025
View the numbers
Annual auto funding and company formation in China
YearFunding (USD)FoundedRaising
2016$1.48B8724
2017$5.95B11027
2018$4.69B9826
2019$3.34B12919
2020$3.09B9715
2021$6.68B12227
2022$4.09B8915
2023$4.75B7019
2024$286.46M911
2025$6.02B57
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • BYD15.8%
  • WM Motor14.7%
  • Guazi11.1%
  • Other companies58.4%

Funding by stage

411 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel94 22.9%
Series A–B186 45.3%
Series C+ / PE89 21.7%
Grants, debt & other42 10.2%

Recent recorded rounds

Latest recorded rounds · USD
4 rounds

Swipe or scroll horizontally to browse.

Series B03/2026
Zeron Truck $174.21M

Backed by Momenta and NIO Capital and others.

Series C02/2026
Trugotech $100.84M

Backed by Blue Lake Capital and ZSVC and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series D01/2018
Guaziguazi.com$1B

Participating investors were not recorded in this snapshot.

Series D03/2018
Guaziguazi.com$818M

Backed by Tencent and ICBC International Holdings and others.

Series A02/2023
Zeekrzeekrlife.com$750M

Backed by Amnon Shashua and Contemporary Amperex Technology and others.

Series A11/2022
Voyahvoyah.com.cn$636.88M

Backed by Bank of China and Agricultural Bank of China Financial Assets Investment and others.

Series A07/2023
Farizon Auto$600M

Backed by Boyu Capital and Guangzhou Yuexiu Industrial Investment Fund Management and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

Annual accounts availability

The measured China identity-to-filing probe did not produce a qualifying designated legal or national-ID join: the scoped identities lack an authoritative Chinese registrar mapping; bare ticker overlaps produced no complete annual revenue and net-income statement groups.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the China companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

18 of the 3,213 companies on this page carry a measured traffic record (0.6%); these are the largest of those, by monthly visits. The median among them is 147,459 visits.

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

32 of these companies (1%) publish at least one Android app — 61 apps in all, carrying 2.7M installs between them.

AppInstallsRatingStore category
AZDOMEAzdome612.6K2.5Tools
Autel MaxiAP200Autel380.7K1.8Auto & Vehicles
CFMOTO RIDEZhejiang Chunfeng Power253.8K3.8Tools
EdiagKingbolen236.3K4Auto & Vehicles
HT200Autel178.4K2.9Auto & Vehicles
OttoPilotOttocast141.9K2.2Auto & Vehicles
Xtool AnyscanXTOOL114.3K4Auto & Vehicles
DR DH5Shenzhen Hangsheng Electronics86.1KTools
AutophixAutophix78.5K4.2Tools
Diag-AsiaAutel78.1K3.6Tools

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q4–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Auto Components371.8MAZDOME 612.6K
Auto Retail & Aftersales13524KEdiag 236.3K
Auto Brands11331.5KCFMOTO RIDE 253.8K
Auto E-Commerce & Content5164.6KOttoPilot 141.9K
Electric Vehicles44KDi-finite 1.8K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2023Q1: 12023Q1: 12023Q12023Q2: 22023Q2: 02023Q22023Q3: 42023Q3: 12023Q32023Q4: 22023Q4: 12023Q42024Q1: 32024Q1: 02024Q12024Q2: 22024Q2: 02024Q22024Q3: 22024Q3: 42024Q32024Q4: 22024Q4: 42024Q42025Q1: 32025Q1: 142025Q12025Q2: 12025Q2: 12025Q22025Q3: 12025Q3: 32025Q32025Q4: 32025Q4: 32025Q4

Darker bars are new releases, lighter bars apps updated. 53 of 61 apps carry a release date. The series ends at 2025Q4, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The China auto market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Consumer digital139
Enterprise tech104
B2c e-commerce99
Marketplaces71
Second hand goods50
Off highway vehicles46
Second hand cars e-commerce45
Online auto parts and accessories44
Green transport34
Electric vehicles31
Automotive fintech19
Fintech19

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Consumer digital

The largest measured segment in this report snapshot.

139companies
0.0%have hiring activity

0 companies hiring · $29.79B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Physical commerce2,385
E-commerce - product2,361
Commission on transaction382
Fee-for-service272
Advertising222
E-commerce - service183
Subscription165
Sponsorship26
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
IPO activityenvision-aesc.com ↗

The Japan-headquartered EV battery manufacturer, controlled by China’s Envision Group and backed by Singapore’s sovereign wealth fund GIC, is mulling an IPO in Hong Kong that could raise up to $2 billion, Bloomberg reported on Thursday.

Mergers & acquisitionscfmoto.com ↗

Yamaha Motor Co has announced today that it has reached an agreement to have Chongqing Jianshe Mechanical and Electric Co Ltd, a current partner of the company's motorcycle manufacturing joint venture in China, Zhuzhou Jianshe Yamaha Motor Co (ZJYM), to transfer ZJYM's equity interest to Zhejiang CFMoto Power Co (CFMOTO).

IPO activitycasstime.com ↗

Casstime Holdings Ltd., which focuses on China’s automotive aftermarket, has applied to list on the Hong Kong Stock Exchange, with China International Capital Corp (CICC) as the sole sponsor.

Mergers & acquisitionsgeely.com ↗

One of Geely’s most recent moves is the acquisition, alongside parent company Zhejiang Geely Holding Group, of a combined 26.4% stake in Renault Group’s Brazilian subsidiary.

Funding roundsupower.com ↗

U Power announced the sale of Class A shares at $1.10 per share, generating $3.19 million in gross proceeds.

Mergers & acquisitionssteyr-motors.cn ↗

Steyr Motors AG has successfully completed the acquisition of 100% of shares in Danish companies BUKH A/S and SLC Ejendomme ApS, marking a strategic expansion in mission‑critical defense and marine applications.

IPO activityvoyah.com.cn ↗

On March 19, Voyah (07489.HK) officially began trading on the Main Board of the Hong Kong Stock Exchange.

Funding roundscangoonline.com ↗

Cango received $10.5 million from an equity investment from EWCL in addition to $65 million cumulative investment from entities owned by members of its leadership.

IPO activityfuyaogroup.com ↗

FuYao Glass Industry Group plans to go public with a listing on Hong Kong’s Hang Seng exchange.

Funding roundsautozi.com ↗

According to the letter, Dr. Zhang plans to purchase Autozi shares incrementally over the next 12 months at USD 5 per share, using personal funds totaling between USD 10 million and USD 30 million.

Full recorded event mix

Top 10 categories among 1,416 recorded events in the 24-month window.

Company announcements
694
Earnings
200
New products
116
Contracts
106
Mergers & acquisitions
64
Leadership moves
55
Job creation
29
Capital infusions
23
Funding rounds
23
IPO activity
22
7 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

9 companies with recorded IPO activity

IPO · Hong Kong1 reports

Casstime ↗

IPO · Hong Kong Stock Exchange1 reports

Voyah ↗

Direct Listing · Hong Kong Stock Exchange2 reports

Fuyao Group ↗

IPO · Hang Seng exchange1 reports

Zeekr ↗

IPO · New York Stock Exchange6 reports

BYD ↗

Follow-on Offering · Hong Kong5 reports

OFS · Hong Kong Stock Exchange1 reports

IPO · Shanghai Stock Exchange1 reports

Leadership moves

16 tracked people moves

BYD ↗
Zhou Yalin

Appointment Chief Financial Officer

Gerhard Schwartz

Appointment Head of Audit Committee

Alexander Fitzka

Appointment Deputy Chairman of the Committee

Dr. Rolf Wirtz

Appointment Chair of Supervisory Board

Xia Xianqing

Promotion Legal Representative for GAC Motor and GAC Aion

Zhou Lingkun

Appointment President

Geely ↗
Li Lei

Appointment General Manager

Federico Parmesan

Appointment European OTR Technical Manager

Product launches

Products, platforms and features in the recorded window

Geely ↗
i-HEV system

Hybrid Electric Vehicle system

BYD ↗
Han L sedan wireless update

Software update

BYD ↗
T3 cargo minivan

Electric vehicle

BYD ↗
T3 MPV

Electric vehicle

BYD ↗
Denza

Product

Dongfeng Trucks

Commercial trucks

Zeekr ↗
Zeekr 7GT

Electric Car

Tank 500

Product

Regulatory events

25 recorded events

SAIC Motor ↗

subject to 35.3% anti-subsidy tariffEuropean Commission

Voyah ↗

Hong Kong Stock Exchange

Voyah ↗

approvedState Administration of Foreign Exchange

Voyah ↗

approved in principleHong Kong Stock Exchange

Litigation

13 tracked suits

Company
nokia v geely

SEP infringementPatent · Ongoing

Company
brazil v byd

stop use of disputed technology or pay fineRegulatory · Verdict

Earnings pulse

Reported company results in the recorded window.

29companies
203period observations
16.0%median reported growth

Median across 161 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
Zhejiang Chunfeng PowerZhuzhou Jianshe Yamaha Motor CoAnnounced2026-04-15Not stated in snapshot
GeelyRenault Group’s Brazilian subsidiary2026-04-12Not stated in snapshot
GeelyRenault’s South Korean JV2026-04-12Not stated in snapshot
steyr motorsBUKH A/SCompleted2026-04-07Not stated in snapshot
steyr motorsSLC Ejendomme ApSCompleted2026-04-07Not stated in snapshot
GeelyRenault do Brasil2025-12-31Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

0 postings in the preceding 12 months. The full 1-posting snapshot covers 1 employers.

Expand panel +

Most advertised job titles

Automotive Industry Cloud Solution Architect Volcano Engine1
0 internship postings

0 tracked postings mention remote work.

The seniority mix

1 postings specify a level.

lead
1

Skills employers mention

Top skills across 1 tracked postings in the available jobs snapshot.

Architecture Design
1
Big Data
1
Pre Sales
1
Containers
1
Middleware
1
Cloud Computing
1
Artificial Intelligence
1
Networking
1
Consulting
1
Security
1
THE PEOPLE BUILDING THE FIELD

Founders and leaders

333 founders and chief executives across 300 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

7 profiles with education records.

Yale University
2
University of Waterloo
1
Massachusetts Institute of Technology
1
University of Cambridge
1
Kellogg School of Management
1
National University of Singapore (NUS)
1

Prior employers

1 profiles with prior-work records.

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

880,568 articles in the measured 12-month window.

Expand panel +
880,568articles in the measured year
148,651articles in 2026Q1
49.5%positive tone in the latest complete year

News volume trends

Auto coverage across China · articles per complete quarter

098,329196,659294,988393,3172021Q2: 111,0402021Q22021Q3: 123,4002021Q4: 106,3972022Q1: 124,9552022Q2: 118,2512022Q22022Q3: 147,9302022Q4: 147,7842023Q1: 160,4872023Q2: 148,8112023Q22023Q3: 164,7202023Q4: 137,6092024Q1: 150,1402024Q2: 160,6102024Q22024Q3: 159,4972024Q4: 180,9872025Q1: 258,1002025Q2: 193,8762025Q22025Q3: 342,0152025Q4: 136,4842026Q1: 148,6512026Q1
View quarterly article counts
QuarterArticles
2021Q2111,040
2021Q3123,400
2021Q4106,397
2022Q1124,955
2022Q2118,251
2022Q3147,930
2022Q4147,784
2023Q1160,487
2023Q2148,811
2023Q3164,720
2023Q4137,609
2024Q1150,140
2024Q2160,610
2024Q3159,497
2024Q4180,987
2025Q1258,100
2025Q2193,876
2025Q3342,015
2025Q4136,484
2026Q1148,651

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
183,045 positive · 38,218 neutral · 177,292 negative
2022
250,438 positive · 55,674 neutral · 232,333 negative
2023
309,339 positive · 65,958 neutral · 235,888 negative
2024
316,904 positive · 97,181 neutral · 236,575 negative
2025
460,003 positive · 151,471 neutral · 318,219 negative

Leading coverage topics

Auto coverage across China · ranked by full-period article count.

Geopolitical Disputes And Contested Areas301,124 articles in the full recorded period
100,327 recent · 75,603 prior
International And Transnational Geographic Entities301,118 articles in the full recorded period
100,325 recent · 75,606 prior
Administrative And Political Subdivisions301,011 articles in the full recorded period
100,292 recent · 75,579 prior
International Political Relations138,045 articles in the full recorded period
28,827 recent · 27,212 prior
Security And Defense Policies88,104 articles in the full recorded period
20,388 recent · 16,984 prior
Trade Policies And Agreements87,447 articles in the full recorded period
29,222 recent · 31,938 prior
International Relations And Diplomacy84,134 articles in the full recorded period
16,471 recent · 16,572 prior
Government International Agreements Coordination60,133 articles in the full recorded period
5,582 recent · 6,181 prior
Trade Wars And Geopolitical Impacts32,065 articles in the full recorded period
7,908 recent · 10,193 prior
Nationalism And Sovereignty Debates31,116 articles in the full recorded period
6,162 recent · 6,469 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Auto coverage across China

KeywordRecentPriorChange
countries3,9071,710128%
sustainable city planning3,118615011%
domestic robots2,5911961222%
toy robots2,5821601514%
summit diplomacy1,7271,12054%
sanctions policies1,65698868%
export sanctions1,582698127%
wto rulings1,270424200%
asian games1,203383066%
stablecoin fx impact1,174559110%
preferential tariff2,9184,820-39%
economic slowdown2,4764,579-46%
tariff rate quota2,2123,342-34%
mfn tariff1,7952,854-37%
gold futures trends1,5872,691-41%

Event and signal lenses

Auto coverage across China

All complete annual cohorts shown
Rising

Regulatory Risk

1,177,491 classified articles

territories, disputed islands, tariff negotiations

41.8% critical · 16.4% positive
Rising

Funding Momentum

123,066 classified articles

inflation reports fx, currency intervention policies, trade deficits fx

51.0% critical · 39.2% positive
Rising

Growth

385,763 classified articles

gdp growth rate, gdp acceleration, economic output growth

44.4% critical · 39.5% positive

Auto coverage across China. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Auto research is working on

53,340 papers in the recorded worldwide scope.

Expand panel +
53,340papers
53,340worldwide comparison pool
India-affiliated papers

Research orientation

Descriptive
15,643
Problem-identifying
14,600
Promising
11,208
Breakthrough
7,618
Comparative
1,800
Cautionary
1,545
Critical
926

Contribution mix

Empirical
31,760
Methods-led
13,687
Theoretical
3,402
Reviews
2,386
Position pieces
2,105

Tone counts: 45,828 positive · 3,083 neutral · 4,429 negative.

Common problems researchers identify
15,526 papers · 29.1% of this field
  • Humanities3,689 papers
  • Philosophy2,109 papers
  • Order945 papers
  • Persona530 papers
  • Population496 papers
  • Subject417 papers
  • Government336 papers
  • Limiting241 papers

Landmark: A Survey of Autonomous Driving: <i>Common Practices and Emerging Technologies</i>

Cautions
1,545 papers · 2.9% of this field
  • Humanities180 papers
  • Philosophy100 papers
  • Transport engineering73 papers
  • Gynecology37 papers
  • Perception35 papers
  • Order31 papers
  • Adversarial system28 papers
  • Human–computer interaction28 papers

Landmark: Autonomous Vehicle Implementation Predictions: Implications for Transport Planning

Opportunities
18,826 papers · 35.3% of this field
  • Humanities1,220 papers
  • Trajectory1,158 papers
  • Reinforcement learning986 papers
  • Control theory758 papers
  • Robustness738 papers
  • Philosophy702 papers
  • Perception698 papers
  • Object detection634 papers

Landmark: Are we ready for autonomous driving? The KITTI vision benchmark suite

Leading institutions

Karlsruhe Institute of Technology
16,859
Toyota Motor Corporation
15,309
University of Oxford
14,858
University of Bern
14,127
University of Birmingham
13,870
University of Amsterdam
13,778

Leading researchers

Andreas Geiger
17,893
P Lenz
14,099
R. Urtasun
14,099
Susan Mallett
13,903
Penny Whiting
13,697
Anne W.S. Rutjes
13,616
Marie E. Westwood
13,616
Jonathan J. Deeks
13,616

Highly cited breakthrough-labelled papers

  • Are we ready for autonomous driving? The KITTI vision benchmark suite14,099 citations
  • ADASYN: Adaptive synthetic sampling approach for imbalanced learning4,310 citations
  • Multi-view 3D Object Detection Network for Autonomous Driving3,350 citations
  • End to End Learning for Self-Driving Cars3,101 citations
  • Scalability in Perception for Autonomous Driving: Waymo Open Dataset2,877 citations

Common problems researchers identify

13,905 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Social Identity and Power IssuesCommon problems researchers identify · 01

Social Identity and Power Issues

1,059 papers

17.6% of this theme group

Examines how gender, ethnicity, and power dynamics are portrayed and contested in humanitarian and cultural contexts.

Humanities (304) · Identity (55) · Power (59) · Latin Americans (42)

Nuevas miradas sobre género e igualdad. Enfoques interdisciplinares.

Imagens e discursos em campanhas humanitárias: Análise crítica das representações das populações afetadas

Healthcare Delivery ChallengesCommon problems researchers identify · 02

Healthcare Delivery Challenges

975 papers

16.2% of this theme group

Investigates barriers to safe nursing care, infection control, and medication management for vulnerable patient groups.

Nursing care (60) · Gynecology (47) · Coronavirus disease 2019 (66) · MEDLINE (45)

AVALIAÇÃO DO PERFIL E DA ACEITABILIDADE DE INTERVENÇÕES FARMACÊUTICAS EM PESSOAS IDOSAS HOSPITALIZADAS

Prevenção de infeções associadas aos cateteres venosos periféricos: um olhar sobre as intervenções de estudantes de Mestrado em enfermagem à

Data Governance and Policy GapsCommon problems researchers identify · 03

Data Governance and Policy Gaps

876 papers

14.6% of this theme group

Analyzes legal, technical, and administrative shortcomings in personal data handling and public‑sector information systems.

Order (161) · Cadastre (51) · Government (54) · Public policy (32)

Auditoria a sistemas de informação e tecnologias aplicadas

Tratamento de Dados Pessoais em Operações de M&A: um estudo sobre as bases legais aplicáveis e as medidas técnicas e administrativas ado

Ethical and Educational ConcernsCommon problems researchers identify · 04

Ethical and Educational Concerns

862 papers

14.4% of this theme group

Explores philosophical and humanitarian questions surrounding education, incarceration, and technology use in care settings.

Philosophy (704) · Humanities (799) · Persona (24) · Derecho (10)

Educação para pessoas privadas de liberdade

O USO DAS TECNOLOGIAS EDUCACIONAIS PELO ENFERMEIRO APLICADAS AOS CUIDADOS PARA PESSOAS QUE REALIZAM HEMODIÁLISE: REVISÃO DE LITERATURA

Environmental Monitoring LimitationsCommon problems researchers identify · 05

Environmental Monitoring Limitations

825 papers

13.8% of this theme group

Highlights difficulties in tracking land‑use change, rural cadastral records, and biodiversity within protected Amazon regions.

Humanities (150) · Horticulture (14) · Statistical analysis (26) · Amazon rainforest (14)

CONSIDERAÇÕES SOBRE O CADASTRO AMBIENTAL RURAL E SUA IMPLEMENTAÇÃO

ANÁLISE ESPACIAL E TEMPORAL DAS TRANSFORMAÇÕES NA COBERTURA DA TERRA EM ÁREAS DE PROTEÇÃO AMBIENTAL NO ESTADO DE ALAGOAS POR MEIO DE GEOTECN

Pedagogical Inclusion BarriersCommon problems researchers identify · 06

Pedagogical Inclusion Barriers

749 papers

12.5% of this theme group

Focuses on obstacles to implementing inclusive curricula, technology‑enhanced teaching, and language accessibility in schools.

Humanities (161) · Qualitative research (46) · Initial training (27) · Curriculum (16)

INOVAÇÃO PEDAGÓGICA MEDIADAS POR TECNOLOGIAS: CAMINHOS PARA UMA EDUCAÇÃO ATIVA

PRÁTICAS PEDAGÓGICAS INCLUSIVAS MEDIADAS POR LIBRAS: EXPERIÊNCIAS E DESAFIOS NO ENSINO FUNDAMENTAL

Security and Human‑Machine Interaction RisksCommon problems researchers identify · 07

Security and Human‑Machine Interaction Risks

654 papers

10.9% of this theme group

Reviews safety, cybersecurity, and usability problems arising from autonomous vehicle technologies and related interfaces.

Computer security (83) · Transport engineering (51) · Human–computer interaction (56) · Automotive industry (40)

Planning and Decision-Making for Autonomous Vehicles

Autonomous Vehicle Technology: A Guide for Policymakers

Cautions

1,384 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Clinical Risk Management AlertsCautions · 01

Clinical Risk Management Alerts

274 papers

19.8% of this theme group

Warns of pressure injuries, medication complications, and comorbidities affecting elderly and hospitalized patients.

Gynecology (35) · CADASIL (16) · Leukoencephalopathy (12) · Internal medicine (12)

Análise da presença de lesão por pressão em pacientes hospitalizados e as principais comorbidades associadas

PERFIL MEDICAMENTOSO E PROBLEMAS RELACIONADOS À FARMACOTERAPIA EM PESSOAS IDOSAS HOSPITALIZADAS

Autonomous Mobility Safety ConcernsCautions · 02

Autonomous Mobility Safety Concerns

270 papers

19.5% of this theme group

Calls for careful assessment of societal, environmental, and infrastructural impacts of driverless transport systems.

Transport engineering (67) · Human–computer interaction (24) · Automotive engineering (20) · Aeronautics (19)

AUTONOMOUS VEHICLES - WHAT COULD THIS MEAN FOR THE FUTURE OF TRANSPORT?

Autonomous Vehicles as Public Transport: Perceptions of Risks and Opportunities for Mobility, the Environment, and Society

Educational Vulnerability IssuesCautions · 03

Educational Vulnerability Issues

187 papers

13.5% of this theme group

Highlights risks linked to substance use, mental health, and engagement challenges for students with special needs.

Humanities (106) · Philosophy (75) · Identity (4) · Higher education (4)

Levantamento sobre uso de álcool e outras drogas e vulnerabilidades relacionadas de estudantes de escolas públicas participantes do programa

ADAPTAÇÕES E ESTRATÉGIAS BASEADAS EM EVIDÊNCIAS PARA AUMENTAR A INTERAÇÃO E O ENGAJAMENTO DE ALUNOS COM TEA NAS AULAS DE EDUCAÇÃO FÍSICA

Adversarial Perception ThreatsCautions · 04

Adversarial Perception Threats

171 papers

12.4% of this theme group

Examines how intentional attacks can reduce object detection and trajectory prediction reliability in autonomous driving.

Adversarial system (22) · Lidar (15) · Object detection (13) · Robustness (17)

On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles

Revisiting Adversarial Perception Attacks and Defense Methods on Autonomous Driving Systems

Construction Material UncertaintyCautions · 05

Construction Material Uncertainty

171 papers

12.4% of this theme group

Points out gaps in testing, modeling, and statistical analysis of building components and geological substrates.

Cadastre (10) · Materials testing (6) · Geology (8) · Statistical analysis (8)

Método para simulação numérica de paredes divisórias em alvenaria afetadas pelas flechas de estruturas de betão armado

Avaliação da porosidade e colmatação de camadas filtrantes via tomografia computadorizada de raios X e fluidodinâmica computacional

Plant‑Microbe Interaction LimitsCautions · 06

Plant‑Microbe Interaction Limits

165 papers

11.9% of this theme group

Notes challenges in harnessing bacterial inoculants and saline irrigation for sustainable horticultural productivity.

Horticulture (23) · Microbiology (6) · Botany (5) · Bacteria (5)

Acumulação de biomassa e extração de nutrientes por plantas de feijão-de-corda irrigadas com água salina em diferentes estádios de desenvolv

Feijão caupi inoculado com bactérias associadas à adubação nitrogenada no metabolismo e crescimento da planta.

Regulatory and Investment AmbiguitiesCautions · 07

Regulatory and Investment Ambiguities

146 papers

10.5% of this theme group

Discusses unclear policy environments, tax aggressiveness, and disclosure practices affecting corporate financing.

Order (15) · Government (10) · Investment (6) · Legislation (6)

INCERTEZA POLÍTICO-ECONÔMICA, AGRESSIVIDADE TRIBUTÁRIA E O EFEITO MODERADOR DO MERCADO DE CRÉDITO NAS EMPRESAS DE CAPITAL ABERTO LISTADAS NA

Informação obrigatória e voluntaria dos intangíveis: nível de divulgação e seus determinantes para as empresas cotadas portuguesas

Opportunities

16,625 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Integrated Safety and Security DesignOpportunities · 01

Integrated Safety and Security Design

1,592 papers

26.5% of this theme group

Presents frameworks for jointly addressing functional safety and cybersecurity in autonomous vehicle systems.

Human–computer interaction (176) · Transport engineering (139) · Computer security (91) · Automotive engineering (110)

Systematic Method for Identifying Safety and Security Requirements in Autonomous Driving: Case Study of Autonomous Intersection System

Exploring User Acceptance of Autonomous Vehicles: Impact of Driver and Vehicle Styles

Advanced 3D Perception TechniquesOpportunities · 02

Advanced 3D Perception Techniques

1,072 papers

17.9% of this theme group

Showcases methods for improving lidar‑based object detection and scene understanding in driver assistance.

Object detection (228) · Object (139) · Lidar (149) · Point cloud (88)

Road Scene Content Analysis for Driver Assistance and Autonomous Driving

Enhancing Safety Perception in Autonomous Driving Systems Through 3D Object Detection and Neural Network Regression

Predictive Motion Planning AdvancesOpportunities · 03

Predictive Motion Planning Advances

807 papers

13.4% of this theme group

Explores model‑predictive control and trajectory optimization to enable agile, obstacle‑aware autonomous navigation.

Trajectory (296) · Control theory (245) · Motion planning (167) · Model predictive control (105)

Dynamic Trajectory Planning and Tracking for Autonomous Vehicle With Obstacle Avoidance Based on Model Predictive Control

Dynamic Trajectory Planning for Vehicle Autonomous Driving

Humanities‑Driven Evaluation ToolsOpportunities · 04

Humanities‑Driven Evaluation Tools

800 papers

13.3% of this theme group

Develops qualitative frameworks for assessing learning outcomes and equity in virtual and health‑focused education.

Humanities (314) · Philosophy (216) · Qualitative research (30) · Order (42)

REFLEXÕES SOBRE A EFETIVIDADE DE FERRAMENTAS DE AVALIAÇÃO DA APRENDIZAGEM EMPREGADAS EM AMBIENTES VIRTUAIS DE APRENDIZAGEM: UM ESTUDO DE CAS

PET-Saúde/Equidade: Contribuições das Experiências Compartilhadas para a Formação Acadêmica e Profissional

Spatial Data Integration for SustainabilityOpportunities · 05

Spatial Data Integration for Sustainability

699 papers

11.7% of this theme group

Leverages cadastral, BIM, and statistical methods to model energy use and environmental impacts of built environments.

Horticulture (37) · CADASIL (34) · Traditional medicine (24) · Leukoencephalopathy (23)

ANÁLISE MULTIMODAL E CARACTERIZAÇÃO MOLECULAR DE LESÕES PIGMENTADAS CUTÂNEAS BENIGNAS: AVANÇOS EM DIAGNÓSTICO DIFERENCIAL E IMPLICAÇÕES PARA

SINTESIS YTTRIUM DOPED ZnO DENGAN CAPPING AGENT KIMIA DAN \nBIOLOGI UNTUK PENINGKATAN EFISIENSI FOTOKATALITIK \nDEGRADASI ANTIBIOT

Reinforcement Learning for Driving DecisionsOpportunities · 06

Reinforcement Learning for Driving Decisions

686 papers

11.4% of this theme group

Applies deep reinforcement techniques to improve collision avoidance and behavior planning in autonomous vehicles.

Cadastre (79) · Cartography (16) · Statistical analysis (18) · Humanities (54)

BIM, 3D Cadastral Data and AI for Weather Conditions Simulation and Energy Consumption Monitoring

TECNOLOGIAS E INOVAÇÕES APLICADAS ÀS FASES DE ACABAMENTO EM EDIFÍCIOS DE MÚLTIPLOS PAVIMENTOS

Reinforcement Learning / ReinforcementOpportunities · 07

Reinforcement Learning / Reinforcement

344 papers

5.7% of this theme group

Reinforcement learning (312) · Reinforcement (63) · Action (24) · Human–computer interaction (37)

Deep-Reinforcement-Learning-Based Collision Avoidance of Autonomous Driving System for Vulnerable Road User Safety

An Integrated Framework of Lateral and Longitudinal Behavior Decision-Making for Autonomous Driving Using Reinforcement Learning

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Descriptive29.3%17.6%
Problem-identifying27.4%9.6%
Promising21.0%37.2%
Breakthrough14.3%26.0%
Comparative3.4%4.0%
Cautionary2.9%4.6%
Critical1.7%0.9%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceThe social dilemma of autonomous vehicles1960.42%76 (38.8%)0.42%
Safety & misuseNO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles1460.31%38 (26.0%)0.31%
Bias & fairnessPersonal data, exploitative contracts, and algorithmic fairness: autonomous vehicles meet the internet of things160.03%7 (43.8%)0.03%
Energy & datacenter footprintA Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services80.02%0 (0.0%)0.02%
Concentration of compute powerTransport Policy Optimization with Autonomous Vehicles50.01%3 (60.0%)0.01%
Water useEnhanced AEC Qualification of 5nm AI Processor with Liquid Cooling for Level 4 Autonomous Driving10.0%1 (100.0%)0.0%
Labour & data workO sofrimento feminino na pandemia de COVID-19: como vulnerabilidades das mulheres foram reforçadas na crise sanitária10.0%1 (100.0%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.

GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

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UNDERSTAND THE LANDSCAPE

Auto in China: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

Company ecosystem snapshot: 6 August 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
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