CRP AI completes first run
Gurgaon floods and Delhi AQI connected
Root causes have to be addressed
On the 10th of Sept, 2024 – a small 200 pg photo book was released on Amazon. It was called “Accelerate your journey” and it highlighted an urgent need to improve resilience of the NCR area to the adverse effects of climate change. The platform highlighted a methodology to make changes that would help increase resilience to mitigate the harmful effects of climate change.
Around June of 2025, the climate resilience model for NCR began analysing around 800 variables using a 120 billion parameter ai model run on a distributed computing infrastructure spread. The OS free platform used an execution kernel architecture so as to work directly at the assembly language level of the processor. This approach yielded a 10k times improvement over traditional inference algorithms used by colocated GPU clusters.
The analysis has revealed highly accurate results which seem to provide radical insights into data fused from hyperspectral imagery, historical weather data, available pollution data and a host of other variables to identify the root cause that leads to adverse events ranging from earthquake and floods to high AQI levels and biodiversity reduction.
By using Indian patented algorithms on 3D image generation using fundamental matrix analysis, this is the first study to use a high resolution voxel map. It analyses the constituents of the greenery. It analyses the height and composition of man made structures using 45 year time series analysis. This is also the first study that analysed underground aquifers and soil composition.
Whilst data analysis has been speeded up radically, data collection is unable to keep pace as yet.
Here is an interim summary. Please note that this is a beta and end conclusions may change somewhat;
1. The primary root cause for aqi collapse in NCR is NOT crop burning, vehicular emissions, road dust, industrial pollution or construction. These are contributory factors but not the root cause.
2. The three primary root causes for AQI collapse are dense high rise concrete constructions in Gurgaon and Noida, severe damage to the underground and surface water ecosystem and the conversion of the Aravallis into monoculture forests dominated by invasive species.
3. The AQI situation will increasingly get worse year by year as there is further damage to the three root cause areas.
4. The pathway of resilience damage is because of the variations in natural air convection and underground water flow which has the potential to destroy the state of equilibrium achieved over the past few centuries.
5. The primary issue in constructions is the material of construction used such as RCC and glass cladding which causes excessive heat absorption and heating. Within five years the pollution window will increase for four months a year to five months and so on.