This jupyter notebook uses a rolling mean to show the trend in maximum temperature timeseries from the India Meteorological Department.
Trend on IMD maximum temperature timeseries (Jupyter Notebook)
This jupyter notebook shows how to read and analyze Rainfall timeseries from the India Meteorological Department.
Analysis of IMD Rainfall timeseries (Jupyter Notebook)
This jupyter notebook shows how to read and analyze maximum temperature timeseries from the India Meteorological Department.
Analysis of IMD maximum temperature timeseries (Jupyter Notebook)
This jupyter notebook shows how to read and analyze minimum timeseries from the India Meteorological Department.
Analysis of IMD minimum temperature timeseries (Jupyter Notebook)
Demonstrate the usage of Copernicus Land NDVI product to assess the changes in the presence of live green vegetation over the region of Mumbai. Methodology approach - Use NDVI data from the Copernicus Global Land Service portal (https://land.copernicus.vgt.vito.be/PDF/portal/Application.html) - Visualize NDVI monthly statistics (long term statistics between 1999 - 2019 and short term statistics 2015-2019 Select a single point and compare NDVI from 2021 with NDVI long term statistics
NDVI maps over the region of Mumbai (India) using Copernicus Land NDVI products (Jupyter Notebook)
The project aims at establishing the trends of temperature , precipitation and air currents over the city of Mumbai. This will lead to establishment of concrete analysis of Climate Change on a 'local' basis and would help establish a suitable action plan.
Mumbai : Analysis of evident effects of Climate Change
Jha, Soumya, and Anne Foilloux. "Mumbai : Analysis of evident effects of Climate Change." ROHub. Jun 16 ,2022. https://w3id.org/ro-id/6942229f-fba8-415d-a326-0ae5fd6360da.
The project aims at establishing the trends of temperature , precipitation and air currents over the city of Mumbai.
analysis of evident effects of climate change
Mumbai : Analysis of evident effects of Climate Change.
This will lead to establishment of concrete analysis of Climate Change on a 'local' basis and would help establish a suitable action plan.
Webpage containing information about Temperature and Rainfall data from the India Meteorological Department: 1) Daily Gridded Rainfall Data Set Over India New High Spatial Resolution (0.25X0.25 degree) Long Period (1901-2021); 2) Daily minimum and maximum temperature data (1X1 degree) Long period (1951-2020)
IMD Temperature and Rainfall metadata information