SAMPLE
FireGrid
Evidence-grade fire service planning | Method: Dr. Priya Singh, VNIT Nagpur (3 SCIE publications, PhD 2022)

Fire Service Assessment Snapshot: Pune, Maharashtra

Prepared 14 July 2026 | Based on publicly available data

Executive summary

Pune, Maharashtra operates 12 fire station(s) serving a population of 3,124,458 (Census 2011, Pune municipal area) across 313.2 km². Assessed against India's national provisioning norms, the city's largest deficit appears under the SFAC standard: a shortfall of 19.3 stations (62% service gap). Under the research-derived unified benchmark (3 km = 7 min = 30 km² per station), the city requires 10.4 stations against 12 existing. Spatial coverage analysis shows only 49% of the city's area lies within effective road reach of a fire station at the 7-minute response benchmark (and 28% at the stricter 5-minute benchmark).

49%
area within effective reach (7-min / 3 km benchmark)
19.3
station shortfall (worst norm: SFAC)
12
existing fire stations

1. Benchmark gap assessment

NormRequiredExisting ShortfallService gap
URDPFI (1 station per 200,000 population)15.6123.623%
SFAC (1 station per 10 km²)31.31219.362%
Unified benchmark (1 station per 30 km²; 3 km = 7 min)10.412none0%

Method: availability-index benchmark assessment per Singh, Sabnani & Kapse (2021), International Journal of Disaster Risk Reduction 63:102432. The unified benchmark reconciles the SFAC response-time norm (5-7 min) with the URDPFI distance norm (3-4 km) using 1,75,056 real travel-time measurements.

2. Spatial coverage

Response benchmarkStraight-line coverage Effective road coverage*
5 minutes (2 km)36%28%
7 minutes (3 km)60%49%

*Effective road coverage applies the measured network-to-Euclidean service-area ratio (~70%) established in the underlying research: actual road-network reach is systematically smaller than the straight-line buffers conventionally used in planning documents.

Pune Cantonment Fire StationSuncity Road Fire Station, PuneKothrud Fire StationLate.Mahadu Sakharam TingareJanta Fire Brigade stationErandvana Fire StationPune Main Fire StationAundh Fire StationDayaram Rajguru Agnishamak KendraKondhwa Fire StationPune Municipal Corporation Fire Station WagholiBaner Fire Station

Schematic coverage map: red rings = straight-line 3 km reach; green = effective road reach; dashed outline = city boundary.

3. Station registry used

StationCoordinatesPosition status
Pune Cantonment Fire Station18.49856, 73.88432verified
Suncity Road Fire Station, Pune18.47548, 73.81545verified
Kothrud Fire Station18.49889, 73.81348verified
Late.Mahadu Sakharam Tingare18.59698, 73.90655verified
Janta Fire Brigade station18.49962, 73.84847verified
Erandvana Fire Station18.50672, 73.83280verified
Pune Main Fire Station18.50652, 73.86523verified
Aundh Fire Station18.56058, 73.81427verified
Dayaram Rajguru Agnishamak Kendra18.52994, 73.87061verified
Kondhwa Fire Station18.46149, 73.88993verified
Pune Municipal Corporation Fire Station Wagholi18.58878, 73.96922verified
Baner Fire Station18.56026, 73.77696verified

12 fire stations mapped in public data within the Pune City subdistrict boundary shown; the official count is higher.

4. Recommendations

1. Close the benchmark gap: plan for none additional station(s) to meet the unified benchmark (placement matters more than count: prioritize uncovered zones on the coverage map).
2. Commission a full assessment (network isochrones on the real road graph, incident-log hotspot analysis, population-weighted coverage, optimal siting) to convert this snapshot into a DPR/NDRF-proposal-grade evidence pack.
3. Funding alignment: the MHA "Scheme for Expansion and Modernization of Fire Services in the States" (launched July 2023, ₹5,000 Cr earmarked under NDRF) requires exactly this class of evidence-backed gap justification.

Method & credentials

Singh P.P., Sabnani C.S., Kapse V.S. (2021). Interpreting benchmark assessment of emergency fire service using geoinformation technology. Int. J. Disaster Risk Reduction 63:102432.

Singh P.P., Sabnani C.S., Kapse V.S. (2021). Hotspot analysis of structure fires in urban agglomeration. Fire (MDPI) 4:38.

Singh P.P., Sabnani C.S., Kapse V.S. (2021). Urbanization and urban fire dynamics using GIS and remote sensing. Arabian Journal of Geosciences 14:2172.

Singh P. (2022). Fire Service in Urban Area: A Case Study of Nagpur City. PhD thesis, VNIT Nagpur.

Disclaimer: This snapshot uses publicly available data (OpenStreetMap, Census of India, public directories); station positions flagged "approximate" are placed at locality level. It is indicative, intended to scope a full assessment, and is not a statutory fire audit. This copy is a SAMPLE for demonstration.