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Insights, technical note, 5 min read, 2026-10-16

Twelve weeks of monitoring is not automatically a baseline

Reviewers rarely reject a for having too few data points. They reject it when the report does not show that the data represents the site.

Title
Twelve weeks of monitoring is not automatically a baseline
Doc no.
TN-601
Rev
P1
Discipline
EA AQ
Date
2026-10-16
Status
Published
What this means for you

If your project's monitoring ran for only a few months, the report needs to show why those months represent the site. That costs far less than repeating fieldwork after a reviewer asks.

The most common baseline comment we see is about representativeness. A campaign runs through one season, the report presents the averages, and the lender's adviser asks whether those weeks describe the site or only those weeks.

Regulators already define what a representative record looks like for some inputs. India's National Ambient Air Quality Standards define annual values as the arithmetic mean of at least 104 measurements a year at a site, about two a week.1 For meteorological data used in modelling, US EPA guidance requires 90 percent data recovery, assessed quarter by quarter, over four consecutive quarters.2 A twelve-week campaign meets neither on its own. It does not have to, if the report shows how it relates to a longer record.

What a defensible short campaign shows

State the period and why it was chosen. Put the wind rose and temperature range during the campaign beside the long-term record from the nearest reference station. Report data capture for each parameter at each station, not one headline figure: a 90 percent average can hide an analyser that ran for half the campaign.

Compare results with any regional background data and explain the differences. If the campaign misses a season that matters, say so and describe what the modelling assumes for it.

Note

Reviewers accept stated limits more readily than limits they discover themselves.

Where projects actually fall short

The World Bank's Independent Evaluation Group rated environmental assessments and management plans satisfactory in more than 90 percent of the projects it reviewed. In the same evaluation it could substantiate mitigation of negative impacts in only about two-thirds of its sample, and found inadequate environmental and social supervision in more than a quarter of IFC projects.3 The evaluation covers 1999 to 2008 and predates the current frameworks. In our experience the pattern still holds: the weak point is usually whether the numbers behind a chapter can be traced and repeated.

Notes and references

  1. Central Pollution Control Board (2009). National Ambient Air Quality Standards, notification B-29016/20/90/PCI-L, 18 November 2009, table notes. https://cpcb.nic.in/uploads/National_Ambient_Air_Quality_Standards.pdf Back to text
  2. US EPA (2000). Meteorological Monitoring Guidance for Regulatory Modeling Applications, EPA-454/R-99-005, section 5.3.2, completeness requirement. https://www.epa.gov/sites/production/files/2020-10/documents/mmgrma_0.pdf Back to text
  3. Independent Evaluation Group (2010). Safeguards and Sustainability Policies in a Changing World. World Bank. Summary of findings. https://ieg.worldbankgroup.org/node/2541 Back to text

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