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 AHMEDABAD EDITION 2026

Ahmedabad’s
environment industry,
in focus.

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

Snapshot: Funding in USD
Illustrated cover for Environment Industry Landscape of Ahmedabad
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Environment illustration
MEET THE COMPANIES

Explore Ahmedabad’s environment leaders

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

Expand panel +
Environment company highlights in Ahmedabad, snapshot 4 September 2026
Company
Adani Green Energyadanigreenenergy.com$1.25B4 roles1,112—
GREW Solarthegrewsolar.com$149.89M———
Gensolgensol.in$108.36M—300—
Nepranepra.co.in$39.33M—568$13.67MFYFY2025 filing
Soleos Solar Energysoleosenergy.com$24.84M———
Amrut Energyamrutenergy.com$11.66M———
Prozeal Greenprozealgreen.com$7.34M—246$108.73MFYFY2025 filing
CIMCONcimconautomation.com$5.86M——$10.47MFYFY2025 filing
Adani Solaradanisolar.com—6 roles412—
NSEGnsegindia.com—6 roles377—
Gopani Product Systemsgopani.com—3 roles——
Royaltintroyaltint.in—3 roles——
GreenOpsgreenops.in—2 roles——
Ksquare Energyksquareenergy.com—2 roles44—
Solar ACEsolaraceenergy.com—2 roles2,007Financial figure available in RadarView in Radar
Accu-Panels Energyaccupanels.com——40—
Australian Premium Solaraustralianpremiumsolar.co.in——341$45.29MFYFY2025 filing
Bhuganbhugan.in———$48.12MFYFY2025 filing
GRE Renew Enertechgreindia.com——8$8.34MFYFY2025 filing
Ganesh Green Bharatganeshgreen.com——50Financial figure available in RadarView in Radar
KOSOL Energiekosolenergie.com——94$69.6MFYFY2025 filing
VMS Industriesvmsil.in——22Financial figure available in RadarView in Radar
Zodiac Energyzodiacenergy.com——119$42.67MFYFY2025 filing
lubi industries llplubipumps.com——3,750Financial figure available in RadarView in Radar
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

Environment industry KPIs in Ahmedabad

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

4 September 2026
Hiring participation14.0%

36 of 257 tracked companies have open roles.

Funding participation7.0%

18 of 257 tracked companies have a recorded round.

Top 3 funding share94.1%

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

Median disclosed round$4M

Midpoint of 30 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 94.1% of disclosed capital, while 93.0% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Ahmedabad environment 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

Ahmedabad environment
$0$247.89M$495.78M$743.67M$991.56M2016: $2.09M20162017: $224.49K20172018: $6.69M20182019: $6.01M20192020: $18M20202021: $020212022: $503.2M20222023: $10.8M20232024: $869.79M20242025: $66.36M2025
View the numbers
Annual environment funding and company formation in Ahmedabad
YearFunding (USD)FoundedRaising
2016$2.09M172
2017$224.49K172
2018$6.69M103
2019$6.01M52
2020$18M171
2021$0130
2022$503.2M132
2023$10.8M92
2024$869.79M26
2025$66.36M15
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Adani Green Energy77.9%
  • GREW Solar9.4%
  • Gensol6.8%
  • Other companies5.9%

Funding by stage

33 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel13 39.4%
Series A–B11 33.3%
Series C+ / PE5 15.2%
Grants, debt & other4 12.1%

Recent recorded rounds

Latest recorded rounds · USD
0 rounds

Swipe or scroll horizontally to browse.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

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 +
₹ crore · standalone

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 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 108 reporting entities from 126 eligible matches.

Revenue in covered accounts₹38,894.0 crore

Sum of reporting-entity revenue; not Ahmedabad market sales.

Net profit / loss₹2,900.5 crore

Combined result for the same cohort.

Aggregate net margin+7.5%

Combined net income ÷ combined revenue.

Median company revenue₹21.7 crore

The middle covered reporting entity.

Profitable entities+83.3%

90 of 108 covered entities.

Top-five concentration+76.6%

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 · 108 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.

108 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
AHMEDABAD · INDUSTRY COHORTS

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

Most-installed apps

10 of these companies (3.9%) publish at least one Android app — 13 apps in all, carrying 147.3K 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 (2023Q2–2025Q4).

SegmentAppsInstallsLeading appRelease trend
Waste & Water Management4134KLexcru Rewards 133.9K
Solar Energy813.3KAVI Renewable ECO 5.6K
Oilfield Services3102CIMinstall 66

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 Ahmedabad environment market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Segment data unavailable0

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

SEGMENT TO EXPLORE

Segment data unavailable

The largest measured segment in this report snapshot.

0companies
0%have hiring activity

0 companies hiring · $0 disclosed funding

Explore in Radar

How companies make money

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

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 4 dated reports
Funding roundszodiacenergy.com ↗

Zodiac Energy has received a Letter of Intent (LoI) worth around $3.28 million (around Rs 30.85 crore) from an international entity based in Zambia. The LoI is for execution of a turnkey solar power project for designing, supply, installation, testing, commissioning, packing and forwarding, dispatch, transportation with transit insurance, delivery on site on DAP (Delivery on Place) basis for a Ground Mounted Solar PV Power Plant 6 MWp DC, 5 MW AC & 1 MWh BESS at Lusaka, Zambia.

Mergers & acquisitionsadanigreenenergy.com ↗

In a notable transaction in the energy sector, French multinational BNP Paribas acquired a substantial stake in Adani Green Energy on Tuesday.

IPO activitygreindia.com ↗

GRE Renew Enertech IPO open date is January 13, 2026 and the IPO will close on January 16, 2026.

IPO activityprozealgreen.com ↗

Prozeal Green Energy IPO open date is 2026 and the IPO will close on 2026.

Full recorded event mix

Top 10 categories among 771 recorded events in the 24-month window.

Earnings
150
Contracts
140
Lawsuit
131
Company announcements
120
Regulatory
81
Leadership moves
44
Funding rounds
24
IPO activity
20
Mergers & acquisitions
17
Capital infusions
14
7 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

5 tracked people moves

Abhay K. Vishwakarma

Appointment Chief Operating Officer

Sahaj Solar ↗
Niren Gautambhai Dalal

Appointment Committee Chairman

Sahaj Solar ↗
Poonam Pravinbhai Panchal

Resignation Previously Company Secretary and Compliance Officer

Sahaj Solar ↗
Yagnavalkya Munindrabhai Joshi

Appointment Company Secretary and Compliance Officer

Gensol ↗
Jabrimahendi Aga

Resignation Previously Chief Financial Officer

Product launches

Products, platforms and features in the recorded window

Rudra Solar Dryer

Solar dryer

Workforce actions

1 companies with reported reductions

Gensol ↗

100 rolesregulatory probe

Regulatory events

83 recorded events

Gensol ↗

search and seizure operations carried outDirectorate of Enforcement (ED)

Gensol ↗

barred promoters from acting as directors or key managerial personnel and prohibited tradingSEBI

commissioned and operationalised after clearance

approved for power generationSecurities and Exchange Board of India

Litigation

21 tracked suits

Company
Delhi Police Economic Offences Wing (EOW) v gensol engineering, blusmart, go auto, Anmol Singh Jaggi, Pu

Criminal conspiracy to divert public fundsCriminal · Ongoing

Company
directorate of enforcement v gensol engineering, blusmart, go auto, capbridge ventures

Provisional attachment of assets under PMLARegulatory · Ongoing

Earnings pulse

Reported company results in the recorded window.

9companies
148period observations
21.6%median reported growth

Median across 129 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Adani Green Energy→Spinal Energy and Infrastructure LimitedCompleted2026-03-27Not stated in snapshot
bnp paribas→Adani Green Energy ↗Announced2026-03-24Not stated in snapshot
Zodiac Energy→Shamli Solar Projects LLPCompleted2026-03-11Not stated in snapshot
totalenergies→Adani Green Energy ↗Completed2025-12-11Not stated in snapshot
quant mutual fund→Adani Green Energy ↗Completed2025-12-11Not stated in snapshot
edelweiss mutual fund→Adani Green Energy ↗Completed2025-12-11Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

15 postings in the preceding 12 months. The full 17-posting snapshot covers 16 employers.

Expand panel +

Most advertised job titles

Environmental Health Safety Specialist2
Head Quality, Health, Safety & Environmental1
Environment Health Safety Lead (Blades)1
Environmental Health And Safety Manager1
Project Manager Environmental Planning1
Unreal Engine Environment Artist (Ahmedabad)1
0 internship postings

0 tracked postings mention remote work.

The seniority mix

8 postings specify a level.

unspecified
9
lead
4
manager
3
senior
1

Skills employers mention

Top skills across 17 tracked postings in the available jobs snapshot.

Environmental Monitoring
3
Reporting
2
Communication
2
Health
2
Scikit Learn
2
Risk Assessment
2
Algorithm Development
2
Collaboration
2
Statistical Analysis
2
Environmental Engineering
2
THE PEOPLE BUILDING THE FIELD

Founders and leaders

133 founders and chief executives across 108 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

7 profiles with education records.

IIT Delhi
4
Harvard University
1
IIT Kharagpur
1
IIT Bombay
1
Anna University
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

21,976 articles in the measured 12-month window.

Expand panel +
21,976articles in the measured year
6,394articles in 2026Q1
61.7%positive tone in the latest complete year

News volume trends

Environment coverage tagged Ahmedabad · articles per complete quarter

02,3294,6596,9889,3172021Q2: 1,9332021Q22021Q3: 1,6422021Q4: 1,5502022Q1: 2,7762022Q2: 2,3762022Q22022Q3: 3,0082022Q4: 3,2842023Q1: 5,5502023Q2: 3,6872023Q22023Q3: 3,8532023Q4: 8,1022024Q1: 3,3332024Q2: 3,1882024Q22024Q3: 2,9882024Q4: 3,3692025Q1: 5,1872025Q2: 6,0062025Q22025Q3: 4,9822025Q4: 4,3892026Q1: 6,3942026Q1
View quarterly article counts
QuarterArticles
2021Q21,933
2021Q31,642
2021Q41,550
2022Q12,776
2022Q22,376
2022Q33,008
2022Q43,284
2023Q15,550
2023Q23,687
2023Q33,853
2023Q48,102
2024Q13,333
2024Q23,188
2024Q32,988
2024Q43,369
2025Q15,187
2025Q26,006
2025Q34,982
2025Q44,389
2026Q16,394

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
4,092 positive · 121 neutral · 1,795 negative
2022
8,135 positive · 306 neutral · 2,990 negative
2023
15,746 positive · 542 neutral · 4,867 negative
2024
10,037 positive · 210 neutral · 2,611 negative
2025
12,666 positive · 469 neutral · 7,393 negative

Leading coverage topics

Environment coverage tagged Ahmedabad · ranked by full-period article count.

International Sports Competitions110,872 articles in the full recorded period
26,902 recent · 26,659 prior
International Political Relations73,220 articles in the full recorded period
22,862 recent · 15,314 prior
New Product Launches And Innovations58,995 articles in the full recorded period
17,712 recent · 13,687 prior
Cricket Test Matches55,626 articles in the full recorded period
13,444 recent · 11,865 prior
Political Party Dynamics51,421 articles in the full recorded period
10,950 recent · 10,468 prior
Strategic Partnerships And Collaborations50,982 articles in the full recorded period
15,679 recent · 11,531 prior
Trade Policies And Agreements46,849 articles in the full recorded period
22,768 recent · 11,672 prior
Technology Adoption And Digital Transformation40,215 articles in the full recorded period
12,199 recent · 9,121 prior
International Relations And Diplomacy39,944 articles in the full recorded period
11,975 recent · 7,407 prior
Olympic Games Coverage35,951 articles in the full recorded period
6,514 recent · 10,169 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

India comparison coverage

KeywordRecentPriorChange
tariff negotiations11,6205,680105%
bilateral trade4,6102,43689%
trade dispute mechanisms4,5112,203105%
trade barrier reduction4,4932,44084%
trade facilitation commitments4,3262,20197%
free trade deals4,0792,42868%
multilateral diplomacy3,9172,72344%
diplomatic strategies3,8152,35162%
bilateral trade imbalance3,2802,04460%
diplomatic engagements3,1391,99158%
odi cricket6,0379,656-37%
limited overs cricket5,7779,305-38%
odi tactics5,6318,744-36%
odi series5,2588,321-37%
odi rankings5,0108,065-38%

Event and signal lenses

India comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

1,418,121 classified articles

test cricket, test innings, odi world cup

55.2% critical · 35.2% positive
Rising

Funding Momentum

238,332 classified articles

pre-ipo valuation, ipo prospectus, ipo pricing

49.1% critical · 46.9% positive
Rising

Growth

517,907 classified articles

gdp growth rate, economic output growth, economic growth statistics

46.9% critical · 50.8% positive

Environment coverage tagged Ahmedabad. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Environment research is working on

1,195 papers in the recorded india scope.

Expand panel +
1,195papers
31,492worldwide comparison pool
1,195India-affiliated papers

Research orientation

Promising
402
Breakthrough
340
Descriptive
218
Problem-identifying
160
Cautionary
46
Comparative
25
Critical
4

Contribution mix

Methods-led
615
Empirical
276
Reviews
257
Position pieces
47

Tone counts: 1,034 positive · 36 neutral · 125 negative.

Common problems researchers identify
164 papers · 13.7% of this field
  • Environmental monitoring40 papers
  • Pollution32 papers
  • Human health25 papers
  • Microplastics22 papers
  • Water quality17 papers
  • Wireless sensor network15 papers
  • Air quality index15 papers
  • Pollutant14 papers

Landmark: A review on environmental gas sensors: Materials and technologies

Cautions
46 papers · 3.8% of this field
  • Water quality9 papers
  • Pollution7 papers
  • Environmental impact assessment6 papers
  • Environmental monitoring6 papers
  • Baseline6 papers
  • Pollutant5 papers
  • Plan5 papers
  • Sediment5 papers

Landmark: Enhancing Precision Agriculture and Environmental Monitoring Using Proximal Remote Sensing

Opportunities
742 papers · 62.1% of this field
  • Environmental monitoring201 papers
  • Internet of Things137 papers
  • Wireless sensor network104 papers
  • Air pollution90 papers
  • Air quality index90 papers
  • Water quality79 papers
  • Cloud computing60 papers
  • Agriculture55 papers

Landmark: Applications of wireless sensor networks — A survey

Leading institutions

Indian Institute of Technology Delhi
463
Doaba College
412
Dr. Sarvepalli Radhakrishnan Rajasthan Ayurved University
412
University of Petroleum and Energy Studies
257
Karunya University
232
Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu
217

Leading researchers

Shivani Dhall
412
B. R. Mehta
412
Amit K. Tyagi
412
Kapil Sood
412
Simona Mariana Popescu
217
Sheikh Mansoor
217
Owais Ali Wani
217
Shamal Shasang Kumar
217

Highly cited breakthrough-labelled papers

  • An IoT Based Smart Water Quality Monitoring System using Cloud120 citations
  • Advances in real time smart monitoring of environmental parameters using IoT and sensors111 citations
  • Land Slide detection and monitoring system using wireless sensor networks (WSN)47 citations
  • Novel approach to large-scale monitoring of submerged aquatic vegetation: A nationwide example from Sweden44 citations
  • Air pollution monitoring using wireless sensor network38 citations

Common problems researchers identify

141 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Heavy Metal and Bioaccumulation RisksCommon problems researchers identify · 01

Heavy Metal and Bioaccumulation Risks

52 papers

36.9% of this theme group

Researchers highlight contamination by heavy metals and its bioaccumulation in water, sediments, and marine organisms.

Contamination (9) · Pollution (14) · Heavy metals (5) · Bioaccumulation (5)

Heavy metal monitoring and health risk assessment of a tropical mountainous river in Kerala, India

A Systematic Review on Heavy Metal Contamination in Sediment, Water, and Different Faunal Groups Inhabiting Marine Waters of India: Current

View research history
YearShare index
2022798.0
2023764.8
2024716.4
2025776.0
IoT Sensor Networks for MonitoringCommon problems researchers identify · 02

IoT Sensor Networks for Monitoring

41 papers

29.1% of this theme group

Studies point to challenges in deploying wireless sensor and IoT systems for continuous environmental monitoring.

Wireless sensor network (14) · Software deployment (9) · Internet of Things (10) · Environmental monitoring (20)

Indoor Air Quality Monitoring Systems for Enhanced Living Environments: A Review toward Sustainable Smart Cities

Advancement of Environmental Monitoring System Using IoT and Sensor: A Comprehensive Analysis

View research history
YearShare index
20221005.8
2023998.1
20241060.6
20251116.9
Remote Sensing of Land and VegetationCommon problems researchers identify · 03

Remote Sensing of Land and Vegetation

27 papers

19.1% of this theme group

Papers discuss difficulties in using remote sensing and machine learning to track soil and vegetation changes.

Environmental monitoring (15) · Vegetation (3) · Remote sensing (3) · Land cover (3)

Environmental Assessment of Soil for Monitoring Volume VI: Soil Monitoring System for Europe

ENVIRONMENTAL MONITORING WITH MACHINE LEARNING

View research history
YearShare index
20221618.8
20231697.9
20241829.9
20251267.6
Microplastic Pollution ImpactsCommon problems researchers identify · 04

Microplastic Pollution Impacts

21 papers

14.9% of this theme group

Research flags microplastic presence in water and its potential effects on ecosystems and human health.

Microplastics (18) · Plastic pollution (6) · Aquatic ecosystem (6) · Human health (8)

Understanding Microplastic Pollution in Groundwater: Pathways, Health Implications and Solutions

Health implications of microplastic exposure and sustainable solutions

View research history
YearShare index
2022151.7
2023153.1
2024162.2
2025196.5

Cautions

36 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Water and Wetland Quality ConcernsCautions · 01

Water and Wetland Quality Concerns

14 papers

38.9% of this theme group

Authors urge caution about heavy metal and microbial contamination affecting groundwater, rivers, and wetlands.

Water quality (7) · Pollution (5) · Sediment (3) · Wetland (2)

Hydro-environmental risk assessment of heavy metal pollution in the groundwater and river water of the Amaravati Basin, Southern India

Anthropogenic and natural factors impacting microbiological and physicochemical surface water quality along an urban tropical wetland

View research history
YearShare index
20221200.6
20231125.5
20241010.6
20251108.8
Governance and Emerging Tech RisksCautions · 02

Governance and Emerging Tech Risks

10 papers

27.8% of this theme group

Works caution that sustainability initiatives must consider governance, data integrity, and climate‑change complexities.

Sustainability (3) · Transformative learning (2) · Environmental governance (2) · Climate change (2)

Internet-of-Things-blockchain integration in environmental pollution monitoring data management: trends and techniques

AI for Earth: Revolutionizing Environmental Monitoring

View research history
YearShare index
2022574.7
2023650.8
2024702.3
2025853.3
Precision Sensing LimitationsCautions · 03

Precision Sensing Limitations

7 papers

19.4% of this theme group

Studies warn that emerging proximal sensing and biosensing platforms may face accuracy and deployment hurdles.

Environmental monitoring (4)

Enhancing Precision Agriculture and Environmental Monitoring Using Proximal Remote Sensing

Personal Glucose Meter: Biosensing Platforms for Environmental Toxicants

View research history
YearShare index
202260.8
202356.5
202456.2
202583.2
Impact Assessment Planning GapsCautions · 04

Impact Assessment Planning Gaps

5 papers

13.9% of this theme group

Research highlights insufficient baseline data and planning in environmental impact assessments for infrastructure projects.

Plan (3) · Environmental impact assessment (3) · Section (2) · Baseline (2)

Quantification of Impacts and Environmental Management Plan for the Proposed Coke Oven Plant at Siltara, Raipur

ENVIRONMENTAL IMPACT ASSESSMENT OF FOUR LANING OF NAGPUR-KATOL SECTION OF NH-353J: A CRITICAL STUDY

View research history
YearShare index
202236.3
202338.1
202440.0
202547.2

Opportunities

670 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Satellite‑Based Biodiversity MonitoringOpportunities · 01

Satellite‑Based Biodiversity Monitoring

143 papers

21.3% of this theme group

Opportunities focus on using satellite imagery and AI to track vegetation health and biodiversity at large scales.

Environmental monitoring (46) · Biodiversity (10) · Vegetation (8) · Satellite imagery (10)

Investigating environmental sustainability applications using advanced monitoring systems

AI for Sustainability: Real-Time Computer Vision for Environmental Monitoring and Conservation

View research history
YearShare index
2022324.7
2023328.3
2024304.4
2025354.4
IoT Platforms for Water QualityOpportunities · 02

IoT Platforms for Water Quality

139 papers

20.7% of this theme group

Papers propose IoT and cloud solutions to improve real‑time water quality monitoring and management.

Internet of Things (81) · Water quality (34) · Cloud computing (28) · Environmental monitoring (55)

Enhancing Environmental Safety: Design and Development of IoT based Air Quality Monitoring System

IoT-Enabled Advanced Water Quality Monitoring System for Pond Management and Environmental Conservation

View research history
YearShare index
20221366.6
20231354.0
20241444.2
20251515.8
AI‑Driven Air Pollution ForecastingOpportunities · 03

AI‑Driven Air Pollution Forecasting

92 papers

13.7% of this theme group

Research explores artificial intelligence methods to predict air quality indices and guide pollution mitigation.

Air quality index (72) · Air pollution (66) · Pollutant (21) · Pollution (21)

Artificial Intelligence Based Air Quality Monitoring System with Modernized Environmental Safety of Sustainable Development

Air Pollution Monitoring by Indulging AI and IoT for Environmental Protection

View research history
YearShare index
2022562.1
2023543.0
2024467.8
2025592.9
Biosensor Technologies for ContaminantsOpportunities · 04

Biosensor Technologies for Contaminants

89 papers

13.3% of this theme group

Studies present biosensor advances for detecting pesticides and other environmental pollutants.

Biosensor (17) · Environmental monitoring (43) · Pesticide residue (7) · Pesticide (9)

Biosensors for Environmental Monitoring

Techniques in Prevention, Detection and Monitoring of Environmental Contaminants

View research history
YearShare index
202274.7
202370.1
202463.0
202570.6
Machine Learning for Water QualityOpportunities · 05

Machine Learning for Water Quality

83 papers

12.4% of this theme group

Works demonstrate machine‑learning models to predict arsenic and other groundwater quality parameters.

Water quality (38) · Arsenic (6) · Groundwater (6) · Hydrology (5)

A Multi-sensor Process for In-Situ Monitoring of Water Pollution in Rivers or Lakes for High-Resolution Quantitative and Qualitative Water Q

WATER QUALITY PREDICTION USING MACHINE LEARNING TECHNIQUE

View research history
YearShare index
2022757.0
2023726.8
2024656.0
2025718.5
Wireless Sensor Networks for Real‑Time DataOpportunities · 06

Wireless Sensor Networks for Real‑Time Data

67 papers

10.0% of this theme group

Papers highlight scalable wireless sensor networks delivering continuous environmental measurements.

Wireless sensor network (63) · Real-time computing (24) · Wireless (19) · Key distribution in wireless sensor networks (9)

Wireless sensor networks for monitoring the environmental activities

Environmental Monitoring Using Wireless Sensors: A Simulation Approach

View research history
YearShare index
2022448.2
2023416.9
2024292.6
2025287.4
IoT‑Enabled Precision AgricultureOpportunities · 07

IoT‑Enabled Precision Agriculture

57 papers

8.5% of this theme group

Research shows IoT and sensor integration to monitor crops and support sustainable farming practices.

Precision agriculture (39) · Agriculture (34) · Internet of Things (20) · Sustainable agriculture (5)

Real-time environmental monitoring in smart agriculture through IoT and wireless sensor networks

Agriculture Monitoring System Using Wireless Sensor Network: An IoT-Based Approach

View research history
YearShare index
20223563.3
20233640.7
20243588.2
20253973.9

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Promising33.6%37.3%
Breakthrough28.5%25.7%
Descriptive18.2%18.0%
Problem-identifying13.4%9.8%
Cautionary3.8%4.3%
Comparative2.1%3.9%
Critical0.3%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
Privacy & surveillanceCommunity Dynamics and Engagement Strategies in Establishing Demographic Development and Environmental Surveillance Syst262.5%7 (26.9%)1.1%
Hardware, e-waste & supply chainEnhancing public health and environmental safety through onsite waste segregation in animal research facilities30.29%2 (66.7%)0.44%
Energy & datacenter footprint00.0%0 (%)0.05%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.02%
Labour & data work00.0%0 (%)0.0%
Safety & misuse00.0%0 (%)0.01%
Bias & fairness00.0%0 (%)0.03%
Concentration of compute power00.0%0 (%)0.0%

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

UNDERSTAND THE LANDSCAPE

Environment in Ahmedabad: 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: 4 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