Clearing up the weather

Endless sunshine, eternal summer - the Sentinel-2 cloudless layer combines trillions of pixels collected during differing weather conditions during each year and merges them into a sunny homogeneous mosaic, almost free from satellite and atmospheric effects. Our thanks go to the European Commission and the European Space Agency for the free, full, and open Sentinel-2 data.

Improved results

Less Clouds, Less Stripes: Bottom of the atmosphere and bidirectional reflectance distribution corrected (BRDF) data were used to make mosaic purely from the acquisitions taken in a single year gives you the opportunity to buy and use an unique satellite map.
Better Post-Processing: Sharper look, more balanced colors - our improved post-processing yields much better results in the various environments.

Examples for different usecases of Sentinel-2 data

Custom Solutions

Interested in cloudless satellite imagery or custom processing? EOxCloudless preprocesses raw satellite imagery to cloudless and seamless satellite data coverage. No more manual preselection of good scenes. No more unnecessary fetching of unusable data. No more data stitching. Just define time of interest and let us do the work.

While you search for the PDF of Fundamentals of Applied Statistics, recognize that the field is evolving.

In the age of big data and analytics, a strong grasp of statistical fundamentals is no longer optional—it is essential. For decades, students and professionals in economics, commerce, management, and social sciences have turned to a single, trusted resource to build this foundation: "Fundamentals of Applied Statistics" by S.C. Gupta (often co-authored with V.K. Kapoor).

This article explores why this book remains a gold standard, its core content, and how to effectively use it to master applied statistics.

First published by Sultan Chand & Sons, this book has seen numerous reprints and revisions. Unlike pure mathematical statistics texts that drown the reader in complex derivations, Gupta’s work focuses on "Applied" statistics.

Note on Copyright: The textbook is published by Sultan Chand & Sons (India). While many students search for a free PDF, it is important to respect intellectual property rights. Unauthorized copies may be outdated, contain errors, or violate laws.

Legal ways to access the digital version:

If you need a specific chapter for academic purposes, consider purchasing a new/used physical copy (which often comes with a download code for the PDF).

This book is highly recommended for:

For those utilizing the resource, the book is typically structured to build knowledge incrementally.

There are dozens of statistics textbooks on the market, but S.C. Gupta’s work stands out for a few specific reasons:

The digital demand for this book is driven by practicality. A physical copy of a comprehensive statistics textbook is often heavy and cumbersome. Students looking for a PDF version are usually motivated by:

Exploitation-ready Satellite Imagery

Sentinel-2 cloudless is part of the EOxCloudless Product Family, which offers source data for viewing and analysis.

Viewing Products

Get our prerendered Sentinel-2 cloudless as map cache or create your own layer using our mapping optimized source mosaics for web maps or desktop GIS tools.

See EOxCloudless Viewing Products

Data Products

Get off-the-shelf multispectral mosaic data from Sentinel-2 or define a custom mosaic tailored for your needs for further analysis and processing.

See EOxCloudless Data Products

Our products include:

Sentinel-2 cloudless single-file products (GeoPackage or MapCache SQLite files)
Sentinel-2 cloudless compressed & lossless GeoTIFFS (RGB or RGB/Nir)
2016 - 2024 global Sentinel-2 data products
Additional sensor data (Sentinel-1 and more)
Fast & scalable custom processing options with additional parameters

Visit the EOxCloudless website for examples and more information!

Fundamentals Of Applied Statistics Sc Gupta Pdf -