Beginner guide to python Folium module to integrate google earth engine
Published on Dec 29, 2024 | Bikesh Bade | 103 views
Folium makes it easy to visualize data that’s been manipulated in Python on an interactive leaflet map.
Google Earth Engine: Disadvantages and Limitation
Published on Jan 01, 2025 | Bikesh Bade | 89 views
As Google Earth Engine becomes popular in geoscience and data computation, there are a few things to consider before you dive in. This blog will highlight some of GEE's limitations and disadvantages. Importantly, Google Earth Engine is free only for non-commercial, non-production use. This means its sole purpose is to serve educational professionals, students, and nonprofit organizations.
Interactive web mapping with Django and Google Earth Engine
Published on Jan 10, 2025 | Bikesh Bade | 83 views
There are several ways to use GEE and each one has its advantages and disadvantages. In this example, GEE is used for web mapping with Python Django.
Extract hourly Copernicus Climate data - Python API
Published on Jan 01, 2025 | Bikesh Bade | 71 views
Copernicus is the European Union's Earth Observation Programme, looking at our planet and its environment.
Awesome facts about Satellites
Published on Dec 29, 2024 | Bikesh Bade | 62 views
Sputnik 1 was the first satellite in space. The Soviet Union launched it in 1957.
All you need to know about NDWI: Normalized Difference Water Index
Published on Dec 29, 2024 | Bikesh Bade | 49 views
The Normalized Difference Water Index (NDWI) is remote sensing-derived index estimating the leaf water content at the canopy level.
All you need to know about EVI
Published on Dec 29, 2024 | Bikesh Bade | 48 views
EVI is similar to the Normalized Difference Vegetation Index (NDVI) and can be used to quantify vegetation greenness. However, EVI corrects for some atmospheric conditions and canopy background noise and is more sensitive in areas with dense vegetation.
Normalized Difference Snow Index (NDSI)
Published on Dec 29, 2024 | Bikesh Bade | 47 views
NDSI is a measure of the relative magnitude of the reflectance difference between visible (green) and shortwave infrared (SWIR).
Chirps Precipitation to Excel - GEE and Pandas
Published on Jan 01, 2025 | Bikesh Bade | 42 views
Extract Climate Hazards Group InfraRed Precipitation with Station data (CHIRPS) is a 30+ year quasi-global rainfall dataset using Google Earth engine API and convert it into. Excel and charts using Python Pandas data frame.
STAC: Transforming Remote Sensing Data Management.
Published on Dec 28, 2024 | Bikesh Bade | 40 views
Is STAC the next big thing in remote sensing data, it certainly has the potential to play a significant role in the future of geospatial data management and analysis.
Land Cover Mapping
Published on Dec 29, 2024 | Bikesh Bade | 40 views
The surface of the Earth is continuously changing at many levels; local, regional, national, and global scales. Changes in land use and land cover are pervasive, rapid, and can have significant impacts on people, the economy, and the environment.
Integrate Google Earth Engine(GEE), Pandas framework and Matplotlip - Spatial Data Mining
Published on Jan 01, 2025 | Bikesh Bade | 40 views
Discovery Patterns in Spatial data, extract potentially useful information from data stored in images, and visualize the result in dynamic charts.
Google Earth Engine tip 1 (clipping)
Published on Jan 01, 2025 | Bikesh Bade | 40 views
Google Earth Engine (GEE) Tips provide a foundation to quickly begin learning and using GEE. If you are new to GEE, you will want to know small and handy tips.
Most used spectral Indices with free satellite data
Published on Jan 01, 2025 | Bikesh Bade | 38 views
Today many different indices exist and each one has its own significance in the study. Here are the most popular indices that be calculated from free data satellites.
All you need to know about NDVI
Published on Dec 29, 2024 | Bikesh Bade | 37 views
The Normalized Difference Vegetation Index is a simple indicator of photosynthetically active biomass or, in layman’s terms, a calculation of vegetation health.
