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 THE UNITED STATES EDITION 2026

the United States’s
climate and carbon accounting industry,
in focus.

The companies, capital and talent shaping climate and carbon accounting in the United States. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Climate and Carbon Accounting Industry Landscape of the United States
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Climate and Carbon Accounting illustration
MEET THE COMPANIES

Explore the United States’s climate and carbon accounting leaders

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

Expand panel +
Climate and Carbon Accounting company highlights in the United States, snapshot 2 September 2026
Company
Indigoindigoag.com$1.43B—708—
Summit Carbonsummitcarbonsolutions.com$1.32B—32—
Ygrene Energy Fundygrene.com$970M—275—
LanzaTechlanzatech.com$953.23M—367$55.84MFYFY2025 filing
Renew Financialrenewfinancial.com$872.76M—356—
Mosaicjoinmosaic.com$726.94M—179—
Solugensolugen.com$656.06M—99—
Twelvetwelve.co$527.34M—232—
Koch Engineered Solutionssolvecarboncapture.com—10 roles——
PHINIAphinia.com—10 roles13,200$3.48BFYFY2025 filing
Reflect Orbitalreflectorbital.com—6 roles4—
AIR Worldwideair-worldwide.com—5 roles38—
Vaulted Deepvaulteddeep.com—5 roles——
AirCaptureaircapture.com—4 roles35—
Soligentsoligent.net—4 roles88—
Terradotterradot.earth—3 roles10—
8 Billion Trees8billiontrees.com————
Clarity AIclarity.ai——319—
Equaticequatic.tech————
Fastrgetfastr.com———Financial figure available in RadarView in Radar
GreenFigreenfi.com————
Heirloomheirloomcarbon.com——54—
Persefonipersefoni.com——295Financial figure available in RadarView in Radar
Watershedwatershed.com——225—
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
THE KEY SIGNALS

Climate and Carbon Accounting industry KPIs in the United States

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

2 September 2026
Hiring participation9.9%

58 of 585 tracked companies have open roles.

Funding participation45.1%

264 of 585 tracked companies have a recorded round.

Top 3 funding share26.6%

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

Median disclosed round$2.86M

Midpoint of 604 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 26.6% of disclosed capital, while 54.9% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How the United States climate and carbon accounting 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

the United States climate and carbon accounting
$0$702.16M$1.4B$2.11B$2.81B2016: $1.57B20162017: $540.37M20172018: $480.08M20182019: $1.02B20192020: $1.03B20202021: $2.46B20212022: $2.41B20222023: $1.43B20232024: $1.39B20242025: $511.86M2025
View the numbers
Annual climate and carbon accounting funding and company formation in the United States
YearFunding (USD)FoundedRaising
2016$1.57B2321
2017$540.37M2516
2018$480.08M3629
2019$1.02B4224
2020$1.03B6240
2021$2.46B9169
2022$2.41B8072
2023$1.43B7272
2024$1.39B2272
2025$511.86M251
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Indigo10.2%
  • Summit Carbon9.4%
  • Ygrene Energy Fund7.0%
  • Other companies73.4%

Funding by stage

710 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel213 30.0%
Series A–B207 29.2%
Series C+ / PE51 7.2%
Grants, debt & other239 33.7%

Recent recorded rounds

Latest recorded rounds · USD
8 rounds

Swipe or scroll horizontally to browse.

Series A05/2026
Star Catcher $65M

Backed by B Capital and Cerberus Ventures and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series F06/2020
Indigoindigoag.com$360M

Backed by Flagship Pioneering and Alaska Permanent Fund and others.

Series E09/2018
Indigoindigoag.com$250M

Backed by Baillie Gifford and Investment Corporation of Dubai and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
USD · millions · consolidated

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2025 · company accounts; aggregate reporting threshold not met · 2 reporting entities from 5 eligible matches.

Revenue in covered accounts—

Sum of reporting-entity revenue; not the United States market sales.

Net profit / loss—

Combined result for the same cohort.

Aggregate net margin—

Combined net income ÷ combined revenue.

Median company revenue—

The middle covered reporting entity.

Profitable entities—

None of 2 covered entities.

Top-five concentration—

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2025 · 2 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

2 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
THE UNITED STATES · INDUSTRY COHORTS

How does climate and carbon accounting compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Most-installed apps

14 of these companies (2.4%) publish at least one Android app — 17 apps in all, carrying 1.8M installs between them.

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 (2024Q1–2026Q1).

SegmentAppsInstallsLeading appRelease trend
Air Pollution Management Tech14141.6KDashboard.Earth Climate Action 48.3K
Crop Tech234.6KBoomitra Farmer 24.8K
Investment Tech23.7KYgrene Portal 3.7K

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.

INSIDE THE INDUSTRY

The the United States climate and carbon accounting market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech486
Deep tech220
Circular economy214
Consumer digital174
Enterprise software128
Fintech120
Saas67
Insurtech38
Climate insurance37
Agritech35
Web 3.033
B2b agritech32

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

486companies
10.3%have hiring activity

50 companies hiring · $12.36B disclosed funding

Explore in Radar

How companies make money

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

Subscription298
Physical commerce184
Commission on transaction125
E-commerce - product86
Fee-for-service80
Advertising42
E-commerce - service34
Lending15
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
Mergers & acquisitionsworldly.io ↗

Worldly, the leading sustainability and supply chain intelligence platform for the consumer goods industry, has acquired Bendi Software, a UK-based supply chain mapping and supplier risk intelligence company.

Funding roundszefiromethane.com ↗

ZEFIRO ANNOUNCES INVESTMENT OF C$4.5M FROM TWO EUROPEAN STRATEGIC INVESTORS

Mergers & acquisitionsgrainecosystem.com ↗

Mangrove Systems has acquired operating assets from Grain Ecosystem, a waste-to-value project operations software specialist, in a tech M&A deal.

Mergers & acquisitionsbuildingtransparency.org ↗

C.Scale, a building performance data platform, announced that it has acquired the Tally life cycle assessment tool from Building Transparency.

Funding roundsrubi.earth ↗

Rubi, the company pioneering the next era of manufacturing with technology that transforms carbon into essential materials, today announces a $7.5 million funding round and significant commercial traction, including multi-year offtake term sheets worth over $60M with leading fashion brands and manufacturers, eight new commercial partnerships, and moving pilots into larger-scale production testing.

Mergers & acquisitionswiredscore.com ↗

Beringea has today announced the sale of its stake in WiredScore, which has been acquired by Meter, a leading provider of internet infrastructure for the enterprise.

Mergers & acquisitionsobieinsurance.com ↗

The Baldwin Group acquired Creisoft, Inc. and its subsidiaries, collectively known as Obie, a Chicago-based embedded insurance distribution business.

Funding roundsandomoney.com ↗

Ando, a startup building AI infrastructure for hourly work, has raised a $4 million seed round to expand its demand-forecasting and scheduling platform and scale deployments with enterprise customers. The financing was led by Slow Ventures, with participation from Blitzscaling Ventures, Zero Capital, Monochrome, Gaingels, Mana Ventures, Fireroad, and additional investors.

Mergers & acquisitionseioncarbon.com ↗

Terradot, a startup focused on enhanced rock weathering (ERW), has acquired its competitor Eion.

Mergers & acquisitionsterradot.earth ↗

Terradot has acquired a rival carbon removal startup, consolidating technology and talent in a sector backed by major tech companies.

Full recorded event mix

Top 10 categories among 424 recorded events in the 24-month window.

Funding rounds
101
Contracts
56
Leadership moves
54
Mergers & acquisitions
37
Earnings
36
New products
33
Asset acquisitions
28
Capital infusions
27
Company announcements
22
Job creation
9
7 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

IPO · NYSE1 reports

Leadership moves

22 tracked people moves

Spiritus ↗
Dorian West

Appointment Vice President of Engineering

Spiritus ↗
Kip Hensley

Appointment Vice President of Project Development

Michael Downs

Appointment Chief Financial Officer

Catherine Flax

Appointment Chief Executive Officer

Worldly ↗
Kathryn Smith

Appointment Vice President, Human Rights Risk Solutions

Delos ↗
Andrew Notohamiprodjo

Promotion Chief Data Officer

Delos ↗
Alexandra Howe

Appointment Director of Carrier and Enterprise Relationships

Delos ↗
Shanna McIntyre

Promotion Chief Strategy Officer

Product launches

Products, platforms and features in the recorded window

Persefoni ↗
Persefoni Analytics Agent

AI Agent

Watershed ↗
Watershed agents

AI tools

Watershed ↗
Watershed AI Fellowship

Training program

Worldly ↗
Supplier Compliance Management

Product

Worldly ↗
Product Impact Calculator

Sustainability & Supply Chain Intelligence Platform

FutureProof ↗
Futureproof

Financial operations platform

Workforce actions

1 companies with reported reductions

Verra ↗

25.0% roles

Regulatory events

7 recorded events

application dismissedBritish Columbia Securities Commission

approved amendment to qualified offeringU.S. Securities and Exchange Commission

approved for workLouisiana Department of Conservation and Energy

approved extension of AGM deadlineRegistrar of Companies for the Province of British Columbia

Litigation

1 tracked suits

Company
clean hydrogen works v Denbury Carbon Solutions, exxonmobil

Antitrust claims over CO2 pipeline access for a blue ammonia projectAntitrust · Ongoing

Earnings pulse

Reported company results in the recorded window.

5companies
36period observations
6.7%median reported growth

Median across 19 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Worldly→Bendi Software LtdAnnounced2026-05-04Not stated in snapshot
mangrove systems→Grain ↗2026-04-22Not stated in snapshot
C.Scale→Building Transparency ↗Announced2026-04-10Not stated in snapshot
meter→WiredScore ↗Completed2026-03-26Not stated in snapshot
The Baldwin Group→Obie ↗2026-02-23Not stated in snapshot
Terradot→NaCompleted2026-02-07Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

675 postings in the preceding 12 months. The full 1,033-posting snapshot covers 92 employers.

Expand panel +

Most advertised job titles

Technical Project Manager15
Accounting Analyst12
Registered Nurse11
Account Executive11
Direct Support Associate10
Sales Engineer10
0 internship postings

10 tracked postings mention remote work.

The seniority mix

349 postings specify a level.

unspecified
684
manager
195
senior
90
lead
48
intern
16

Skills employers mention

Top skills across 1,033 tracked postings in the available jobs snapshot.

Salesforce
19
Excel
19
Powerpoint
14
Ms Word
9
Electrochemistry
9
Salesforce.Com
8
Mac Os
8
Gmail
8
Procurement
8
Pc
8
ADVERTISED PAY$78.4K/ year

Median across 96 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

486 founders and chief executives across 304 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

167 profiles with education records.

Massachusetts Institute of Technology
26
Stanford University
25
Harvard University
22
Yale University
15
University of California (Berkeley)
13
Columbia University
13
Harvard Business School
11
Cornell University
9

Prior employers

26 profiles with prior-work records.

McKinsey
6
Google
5
Boston Consulting Group
3
Microsoft
2
Amazon
2
Bain
2
Goldman Sachs
2
Morgan Stanley
1

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

NEWS INTELLIGENCE

How this industry appears in the news

385,199 articles in the measured 12-month window.

Expand panel +
385,199articles in the measured year
95,682articles in 2026Q1
67.1%positive tone in the latest complete year

News volume trends

Climate and Carbon Accounting coverage across United States · articles per complete quarter

041,63583,270124,906166,5412021Q2: 93,2912021Q22021Q3: 90,4732021Q4: 84,3082022Q1: 78,8452022Q2: 76,6292022Q22022Q3: 78,9342022Q4: 80,0732023Q1: 86,2162023Q2: 102,9312023Q22023Q3: 93,3962023Q4: 90,8632024Q1: 93,5472024Q2: 96,1802024Q22024Q3: 100,6582024Q4: 94,3712025Q1: 144,8182025Q2: 86,0472025Q22025Q3: 116,0352025Q4: 80,5072026Q1: 95,6822026Q1
View quarterly article counts
QuarterArticles
2021Q293,291
2021Q390,473
2021Q484,308
2022Q178,845
2022Q276,629
2022Q378,934
2022Q480,073
2023Q186,216
2023Q2102,931
2023Q393,396
2023Q490,863
2024Q193,547
2024Q296,180
2024Q3100,658
2024Q494,371
2025Q1144,818
2025Q286,047
2025Q3116,035
2025Q480,507
2026Q195,682

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
181,782 positive · 2,890 neutral · 100,966 negative
2022
210,286 positive · 2,705 neutral · 101,092 negative
2023
252,453 positive · 2,745 neutral · 117,791 negative
2024
266,448 positive · 3,015 neutral · 114,916 negative
2025
286,262 positive · 4,121 neutral · 136,515 negative

Leading coverage topics

Climate and Carbon Accounting coverage across United States · ranked by full-period article count.

Climate Change Mitigation Strategies43,521 articles in the full recorded period
7,445 recent · 7,856 prior
Climate Activism And Youth Movements38,890 articles in the full recorded period
7,267 recent · 7,107 prior
Covid 19 Vaccine Development And Efficacy Trials32,475 articles in the full recorded period
3,465 recent · 761 prior
Artificial Intelligence Advancements32,181 articles in the full recorded period
12,544 recent · 8,935 prior
Solar Photovoltaic (Pv) Energy Systems32,122 articles in the full recorded period
7,726 recent · 7,342 prior
Air Quality Improvement Initiatives30,253 articles in the full recorded period
5,997 recent · 6,528 prior
Biodiversity Conservation Efforts29,085 articles in the full recorded period
6,421 recent · 5,961 prior
Renewable Energy Sources And Technologies27,240 articles in the full recorded period
5,041 recent · 5,085 prior
Ocean Conservation And Marine Protection25,954 articles in the full recorded period
6,348 recent · 5,069 prior
Environmental Policy Debates24,541 articles in the full recorded period
5,441 recent · 5,928 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Climate and Carbon Accounting coverage across United States

KeywordRecentPriorChange
artemis program3,7162411442%
vaccine candidates2,932647353%
vaccine trials2,703639323%
vaccination campaigns2,600471452%
vaccine immunogenicity2,294518343%
mass vaccination sites1,924219779%
marine ecosystem1,8931,24952%
ocean sanctuaries1,7911,17153%
cloud infrastructure1,65094375%
vaccination coverage1,479168780%
air quality standards1,1902,825-58%
pollution monitoring1,0112,207-54%
hazardous air quality2541,717-85%
climate diplomacy9441,617-42%
climate governance9751,615-40%

Event and signal lenses

Climate and Carbon Accounting coverage across United States

All complete annual cohorts shown
Rising

Regulatory Risk

411,161 classified articles

ai regulation compliance, clean energy mandates, responsible ai

60.3% critical · 34.8% positive
Rising

Funding Momentum

113,162 classified articles

pollution control statutes, air quality standards, clean air advocacy

55.3% critical · 47.3% positive
Rising

Growth

121,933 classified articles

solar electricity generation, solar pv, dc fast-charging deployment

51.6% critical · 49.2% positive

Climate and Carbon Accounting coverage across United States. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Climate and Carbon Accounting research is working on

1,953 papers in the recorded india scope.

Expand panel +
1,953papers
18,751worldwide comparison pool
1,953India-affiliated papers

Research orientation

Problem-identifying
669
Promising
514
Descriptive
288
Cautionary
193
Breakthrough
162
Comparative
64
Critical
63

Contribution mix

Empirical
988
Methods-led
478
Position pieces
254
Reviews
214
Theoretical
19

Tone counts: 1,260 positive · 109 neutral · 584 negative.

Common problems researchers identify
732 papers · 37.5% of this field
  • Climate change478 papers
  • Resilience152 papers
  • Flood myth147 papers
  • Psychological resilience128 papers
  • Vulnerability125 papers
  • Climate resilience97 papers
  • Flooding81 papers
  • Climate risk78 papers

Landmark: The Importance of Climate Risks for Institutional Investors

Cautions
193 papers · 9.9% of this field
  • Climate change92 papers
  • Flood myth63 papers
  • Flooding32 papers
  • Resilience22 papers
  • Agriculture19 papers
  • Psychological resilience19 papers
  • Vulnerability17 papers
  • Climate risk16 papers

Landmark: Resilience implications of policy responses to climate change

Opportunities
676 papers · 34.6% of this field
  • Flood myth296 papers
  • Climate change236 papers
  • Resilience134 papers
  • Flooding132 papers
  • Climate resilience68 papers
  • Psychological resilience68 papers
  • Flood mitigation66 papers
  • Climate risk53 papers

Landmark: Hedging Climate Change News

Leading institutions

The University of Texas at Austin
3,421
Yale University
1,996
Columbia University
1,786
Arizona State University
1,603
Center for Economic and Policy Research
1,451
Capital University
1,415

Leading researchers

Philipp Krueger
3,107
Zacharias Sautner
3,107
Laura T. Starks
3,107
Johannes Stroebel
2,085
Bryan Kelly
1,996
Stefano Giglio
1,981
Robert F. Engle
1,357
Heebum Lee
1,238

Highly cited breakthrough-labelled papers

  • Hedging Climate Risk410 citations
  • What Is Nuisance Flooding? Defining and Monitoring an Emerging Challenge214 citations
  • Vulnerable yet relevant: the two dimensions of climate-related financial disclosure109 citations
  • Compound Inundation Impacts of Coastal Climate Change: Sea-Level Rise, Groundwater Rise, and Coastal Precipitation83 citations
  • An Agent‐Based Model of Evolving Community Flood Risk77 citations

Common problems researchers identify

649 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Psychological Resilience / ResilienceCommon problems researchers identify · 01

Psychological Resilience / Resilience

143 papers

22.0% of this theme group

Psychological resilience (78) · Resilience (84) · Climate resilience (58) · Climate change (115)

Integrating Climate Change Adaptation into Public Health Practice: Using Adaptive Management to Increase Adaptive Capacity and Build Resilie

Climate Adaptation and Resilience

View research history
YearShare index
2022128.4
2023140.5
2024143.1
2025240.0
Flood Myth / FloodingCommon problems researchers identify · 02

Flood Myth / Flooding

130 papers

20.0% of this theme group

Flood myth (128) · Flooding (63) · Flood mitigation (37) · Floodplain (17)

The Value of Urban Flood Modeling

Mitigating Climate Change Related Floods in Urban Poor Areas: Green Infrastructure Approach

View research history
YearShare index
2022361.6
2023348.0
2024300.9
2025355.7
Vulnerability / Climate ChangeCommon problems researchers identify · 03

Vulnerability / Climate Change

93 papers

14.3% of this theme group

Vulnerability (46) · Climate change (83) · Adaptive capacity (12) · Poverty (10)

Climate change-related risks and adaptation potential in Central and South America during the 21st century

Climate information requirements for community-level risk management and adaptation

View research history
YearShare index
2022134.0
2023124.4
202487.4
2025101.1
Climate Risk / Climate ChangeCommon problems researchers identify · 04

Climate Risk / Climate Change

92 papers

14.2% of this theme group

Climate risk (49) · Climate change (72) · Climate Finance (19) · Risk management (17)

Climate Change and the Financial System

Climate Risk

View research history
YearShare index
202292.4
202393.5
202490.8
2025132.8
Climate Justice / Climate ChangeCommon problems researchers identify · 05

Climate Justice / Climate Change

70 papers

10.8% of this theme group

Climate justice (14) · Climate change (61) · Greenhouse gas (13) · Political economy of climate change (15)

Climate Change, Climate Justice, and Children's Mental Health: A Generation at Risk?

Achieving climate justice: addressing disparities and enhancing equity in global climate policies

View research history
YearShare index
2022700.3
2023782.7
2024617.5
2025703.3
Agriculture / Food SecurityCommon problems researchers identify · 06

Agriculture / Food Security

67 papers

10.3% of this theme group

Agriculture (38) · Food security (25) · Climate change (43) · Climate resilience (17)

Building climate-resilient crops: genetic, environmental, and technological strategies for heat and drought stress tolerance

Conservation Agriculture: Climate Proof and Nature Positive Approach

View research history
YearShare index
20223477.5
20233528.5
20243404.6
20253570.3
Urban Resilience / ResilienceCommon problems researchers identify · 07

Urban Resilience / Resilience

54 papers

8.3% of this theme group

Urban resilience (17) · Resilience (21) · Water scarcity (4) · Urban planning (4)

A review of urban resilience to weather and climate extremes

Understanding Risk in the Context of Urban Development: Definitions, Concepts and Pathways

View research history
YearShare index
202288.6
202396.6
202488.1
2025113.9

Cautions

176 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Psychological Resilience / AgricultureCautions · 01

Psychological Resilience / Agriculture

58 papers

33.0% of this theme group

Psychological resilience (16) · Agriculture (15) · Resilience (16) · Climate change (31)

Resilience implications of policy responses to climate change

Conservation agriculture and climate resilience

View research history
YearShare index
20223412.2
20233461.8
20243306.6
20253445.6
Climate Change / Climate RiskCautions · 02

Climate Change / Climate Risk

46 papers

26.1% of this theme group

Climate change (40) · Climate risk (15) · Portfolio (5) · Political economy of climate change (5)

Firm climate risk, risk management, and bank loan financing

Climate change and systemic risk: Evidence from financial intermediaries

View research history
YearShare index
202254.2
202358.0
202447.1
202575.4
Flood Myth / HydrologyCautions · 03

Flood Myth / Hydrology

45 papers

25.6% of this theme group

Flood myth (36) · Hydrology (14) · Flooding (21) · Floodplain (9)

Valuing preferences over stormwater management outcomes including improved hydrologic function

Strategically Placing Green Infrastructure: Cost-Effective Land Conservation in the Floodplain

View research history
YearShare index
2022392.9
2023379.3
2024328.5
2025385.0
Flood Myth / Flood MitigationCautions · 04

Flood Myth / Flood Mitigation

27 papers

15.3% of this theme group

Flood myth (26) · Flood mitigation (7) · Flooding (9) · Subsidy (4)

Flood Risk Management: Exploring the Impacts of the Community Rating System Program on Poverty and Income Inequality

Non-linear incentives, plan design, and flood mitigation: the case of the Federal Emergency Management Agency's community rating system

View research history
YearShare index
2022361.6
2023348.0
2024300.9
2025355.7

Opportunities

608 papers · 7 recurring themes
7 cards

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Flood Myth / FloodingOpportunities · 01

Flood Myth / Flooding

175 papers

28.8% of this theme group

Flood myth (174) · Flooding (86) · Flood mitigation (40) · Coastal flood (17)

Improving Urban Flood Resilience under Climate Change Scenarios in a Tropical Watershed Using Low-Impact Development Practices

A Web-based Analytical Urban Flood Damage and Loss Estimation Framework

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YearShare index
2022361.6
2023348.0
2024300.9
2025355.7
Resilience / Psychological ResilienceOpportunities · 02

Resilience / Psychological Resilience

102 papers

16.8% of this theme group

Resilience (58) · Psychological resilience (43) · Climate change (61) · Climate resilience (32)

The climate change impacts and responses index: quantifying disparities and guiding policies for collective resilience

Nature as a Design Partner: Natural and Hybrid Infrastructure for Climate Resilience

View research history
YearShare index
2022128.4
2023140.5
2024143.1
2025240.0
Flood Myth / 100-Year FloodOpportunities · 03

Flood Myth / 100-Year Flood

93 papers

15.3% of this theme group

Flood myth (91) · 100-year flood (17) · Floodplain (19) · Hydrology (27)

A data-driven spatial approach to characterize the flood hazard

A Data-driven Spatial Approach to Characterize Flood Hazard

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YearShare index
2022382.9
2023371.1
2024315.5
2025369.9
Climate Change / PerceptionOpportunities · 04

Climate Change / Perception

73 papers

12.0% of this theme group

Climate change (62) · Perception (7) · Climate risk (16) · Global warming (5)

Multi-hazard climate risk projections for the United States

Climate Adaptation Risk and Capital Structure: Evidence From State Climate Adaptation Plans

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YearShare index
2022490.2
2023508.1
2024489.1
2025542.5
Agriculture / Food SecurityOpportunities · 05

Agriculture / Food Security

66 papers

10.9% of this theme group

Agriculture (32) · Food security (11) · Climate change (39) · Livelihood (12)

Using AgMIP Regional Integrated Assessment Methods to Evaluate Vulnerability, Resilience and Adaptive Capacity for Climate Smart Agricultura

Climate Smart Agriculture and Resilience

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YearShare index
20223483.0
20233532.9
20243398.1
20253560.2
Climate Risk / Climate FinanceOpportunities · 06

Climate Risk / Climate Finance

61 papers

10.0% of this theme group

Climate risk (29) · Climate Finance (15) · Portfolio (15) · Climate change (36)

Reinventing climate investing: building equity portfolios for climate risk mitigation and adaptation

Factor-Mimicking Portfolios for Climate Risk

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YearShare index
202232.4
202335.3
202430.5
202550.5
Surface Runoff / Low-Impact DevelopmentOpportunities · 07

Surface Runoff / Low-Impact Development

38 papers

6.2% of this theme group

Surface runoff (11) · Low-impact development (7) · Stormwater (10) · Impervious surface (5)

Simulation of Combined Best Management Practices and Low Impact Development for Sustainable Stormwater Management<sup>1</sup>

Testing the impact of at‐source stormwater management on urban flooding through a coupling of network and overland flow models

View research history
YearShare index
2022208.5
2023194.1
2024120.6
2025122.2

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Problem-identifying34.3%9.7%
Promising26.3%37.1%
Descriptive14.7%17.4%
Cautionary9.9%4.6%
Breakthrough8.3%26.2%
Comparative3.3%3.9%
Critical3.2%1.0%

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
Safety & misuseOn the use and misuse of climate change projections in international development50.29%5 (100.0%)0.2%
Privacy & surveillanceAssessing climate change effects on vector-borne disease patterns to strengthen surveillance, prevention and adaptive gl20.12%2 (100.0%)0.03%
Hardware, e-waste & supply chainAre Wastewater Systems Adapting to Climate Change?10.06%1 (100.0%)0.03%
Energy & datacenter footprint00.0%0 (%)0.0%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Labour & data work00.0%0 (%)0.01%
Bias & fairness00.0%0 (%)0.0%
Concentration of compute power00.0%0 (%)0.02%

Institution and researcher rankings use citations to their covered work. Research scope: United States. 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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8 cards

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UNDERSTAND THE LANDSCAPE

Climate and Carbon Accounting in the United States: 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: 2 September 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 ↗
Coming soon