The primary work titled Remote Sensing Meenakshi Kumar is an educational book published by the
National Council of Educational Research and Training (NCERT) as part of their "Reading to Learn" series. Google Books Book Overview
Originally published in 2001, this 74-page book is designed to introduce the foundational concepts of remote sensing technology to a younger audience or beginners in the field. The author, Meenakshi Kumar, holds a Bachelor of Engineering in Computer Science and has a background in several postgraduate diplomas. Google Books Key Content and Approach
The book aims to demystify complex technological concepts using simplified language to engage students and "future generations". Key areas covered include: Basic Principles
: Introduction to how remote sensing works and its importance in modern spatial information. Indian Context
: A focus on the Indian Remote Sensing (IRS) program and its indigenous earth observation satellites. Applications
: How satellite imagery is utilized in managing natural resources and environmental monitoring. Target Audience The text is specifically tailored for: School Children
: Using simple language to attract young learners to the subject.
: Anyone seeking a non-technical, introductory insight into aerospace technology. Note on Similar Works : You may also encounter a similarly titled book, Basics of Remote Sensing and GIS , authored by , who was a lecturer at Arulmigu Meenakshi Amman College of Engineering
. That work is a more technical 140-page textbook designed for university students and exam preparation, covering EMR interactions, optical and microwave sensing, and GIS. specific chapter from Meenakshi Kumar's NCERT book or a list of academic papers she has co-authored? Remote Sensing Ncert by Minakshi Kumar | PDF - Scribd
The primary work titled Remote Sensing Meenakshi Kumar is an educational book published in
National Council of Educational Research and Training (NCERT) as part of their "Reading to Learn" series Google Books Book Overview
This 74-page publication is designed as an introductory resource to give students and young readers an insight into remote sensing technology. Its primary goal is to demystify complex scientific concepts using simple language and engaging presentation. Internet Archive Target Audience:
Students and children interested in basic technological concepts. Key Themes: Foundational principles of remote sensing.
Applications in monitoring natural resources and environmental changes. The role of sensors and platforms in data acquisition. Internet Archive About the Author
Meenakshi Kumar is a scientist and educator specializing in computer applications and geospatial technology. Indian Institute of Remote Sensing Professional Background: She has served as a Scientist/Engineer Indian Institute of Remote Sensing (IIRS)
, under the National Remote Sensing Centre (NRSC) in Dehradun. Academic Credentials:
She holds a Bachelor of Engineering (Computer) from Shivaji University and top-ranking post-graduate diplomas in Personnel Management and Remote Sensing & GIS. Research Focus:
Her professional work often involves digital image processing, land cover classification, and the evaluation of high-resolution satellite imagery. Indian Institute of Remote Sensing Distinguishing Related Works
While Meenakshi Kumar’s NCERT book is a popular introductory text, other "Kumar" authors have published related academic works in the field: Atmospheric Remote Sensing: Principles and Applications
The primary work on Remote Sensing by Meenakshi Kumar is an educational title published by the National Council of Educational Research and Training (NCERT) in 2001 as part of their "Reading to Learn" series. remote sensing book by meenakshi work
Designed specifically for children and young students (Level 2), the book serves as an introductory guide to the complex world of aerospace technology and earth observation. Key Features of the Book
Accessible Language: The text is written in simple, non-technical language to ensure that children can grasp basic concepts of remote sensing without difficulty.
Motivational Approach: It aims to inspire curiosity in the future generation by presenting the technology as a way to "read" the earth.
Structured Learning: The book follows a logical progression, starting with simple definitions—such as the human eye acting as a sensor—before moving into satellite-based observation. Core Concepts Covered: The Electromagnetic Radiation (EMR) spectrum. Energy interactions with the atmosphere and earth surface. Satellite orbits and sensor types. Data reception, transmission, and processing. Basic image interpretation and digital image processing. Book Metadata Title Remote Sensing (Reading to Learn series) Author Meenakshi Kumar Publisher NCERT, New Delhi Print Length Publication Date
Meenakshi Kumar is a faculty member at the Indian Institute of Remote Sensing (IIRS) with expertise in digital image processing and feature extraction. Remote Sensing - Meenakshi Kumar - Google Books
The primary work you are likely looking for is the book Remote Sensing
, written by Meenakshi Kumar and published by the National Council of Educational Research and Training (NCERT) in 2001. Book Overview: Remote Sensing
Part of NCERT's "Reading to Learn" series, this 74-page book was specifically designed to introduce children and young students to the basic concepts of remote sensing technology.
Objective: To motivate young readers by presenting complex technology in simple, attractive language. Key Themes: Basic principles of remote sensing technology.
Evolution of satellite programs, including India's indigenous IRS series.
Practical insights into how sensors and digital image processing work.
Availability: It is widely used as a supplementary educational resource and is available through the NCERT Book Catalog. About the Author: Meenakshi Kumar
Meenakshi Kumar is a faculty member at the Indian Institute of Remote Sensing (IIRS) in Dehradun. Her broader body of work includes:
Specialized Chapters: She has authored textbook chapters on Digital Image Processing and Geospatial Analysis for urban applications.
Academic Contributions: Beyond the NCERT book, she has published research on Site Suitability Analysis and automated mapping techniques. Alternative Titles
If you are looking for a more technical textbook rather than the introductory NCERT work, you may be thinking of: Basics of Remote Sensing and GIS
: Authored by Dr. S. Kumar, who was a lecturer at the Arulmigu Meenakshi Amman College of Engineering. Elements of Environmental Science and Engineering : A more advanced textbook authored by P. Meenakshi. Remote Sensing - Meenakshi Kumar - Google Books
However, after checking standard academic databases (Google Scholar, Scopus, WorldCat), there is no widely known remote sensing textbook with a single author named only "Meenakshi" that includes a clear "proper paper" (i.e., journal article or conference paper).
Most likely scenarios:
You need to cite a chapter or a paper from a book – In that case, please provide the exact book title. Common remote sensing books by Indian authors include works by Meenakshi Sharma or Meenakshi S. – but none are standard. The primary work titled Remote Sensing Meenakshi Kumar
The book is a thesis or departmental manual – If "Meenakshi" wrote a book as part of a university publication (e.g., for IGNOU, ISRO, or a state agriculture university), it may not be peer-reviewed as a "paper."
You mean a paper (journal article) by Meenakshi on remote sensing – Example:
To help you properly cite this:
Please reply with:
Without that, I cannot generate a verified "proper paper" citation.
The primary work on remote sensing by Meenakshi Kumar is the book Remote Sensing , published by the
National Council of Educational Research and Training (NCERT) Google Books Key Features of Meenakshi Kumar's Remote Sensing
This book is designed as an introductory text for students, focusing on making complex aerospace technology accessible. Simplified Language
: Specifically written to attract children and younger students to the subject by avoiding overly technical jargon. Comprehensive Fundamentals
: Covers core principles including Electromagnetic Radiation (EMR), satellite orbits, and data reception. Structured Progression
: The content follows a logical flow from basic physical concepts to practical image analysis: Energy Interactions
: Detailed sections on how energy interacts with both the atmosphere and the Earth's surface. Technical Overview
: Explains different types of sensors, satellites, and the processing of transmitted data. Analysis and Interpretation
: Includes dedicated chapters on both visual image interpretation and digital image processing. Real-World Applications
: Concludes with a chapter on various remote sensing applications to demonstrate the technology's utility in environment and natural resource management. Related Academic Works
Beyond this introductory book, Meenakshi Kumar (also cited as Minakshi Kumar) has contributed to advanced research in the field: Feature Extraction : She has published research on automatic building feature extraction
from high-resolution multispectral satellite images using a combination of spectral and structural (textural) information. Collaborative Works : She is a contributor to advanced texts like
Remote Sensing and GIScience: Challenges and Future Directions
, which focuses on themes like forestry, agriculture, and urban research. Academia.edu summary or information on her advanced research papers Remote Sensing Ncert by Minakshi Kumar | PDF - Scribd
Meenakshi Kumar (often credited as Minakshi Kumar) is a prominent scientist at the Indian Institute of Remote Sensing (IIRS). Her most widely recognized book, "Remote Sensing" (2001), was published by the National Council of Educational Research and Training (NCERT) as part of their "Reading to Learn" series.
Designed to introduce young students and beginners to the science of earth observation, the book simplifies complex geospatial concepts into digestible chapters. Core Content & Structure You need to cite a chapter or a
The book is structured to guide readers through the entire "Remote Sensing Process"—from the moment energy leaves a source to its final application in solving real-world problems. Key topics include:
Fundamentals of EMR: Explains electromagnetic radiation and how energy interacts with both the atmosphere and the Earth's surface.
Space Technology: Covers the mechanics of satellites in orbit and the various types of sensors used to "see" the Earth.
Data Lifecycle: Details how satellite data is received, transmitted, and eventually processed into usable images.
Interpretation: Introduces the "art and science" of digital image processing and manual image interpretation.
Practical Applications: Highlights how this technology is used in fields like agriculture, forestry, and disaster management. Key Educational Features Description Simplicity
Uses everyday analogies (like looking through a window) to explain sensors and targets. Target Audience
Primarily written for children and school-level students to encourage interest in aerospace technology. Length
A concise 74-page primer, making it an accessible entry point for independent study. Extended Contributions
Beyond her primary introductory book, Kumar has co-authored more technical academic works that bridge the gap between theory and advanced policy-making:
Multi-Sensor and Multi-Temporal Remote Sensing (2025): A recent collaborative work focusing on machine learning and deep learning models for single-class mapping in remote sensing imagery.
Basics of Remote Sensing and GIS: A syllabus-focused book designed for civil engineering and agriculture students, utilizing a "short answer" format to aid in exam preparation. If you'd like to explore this further, I can help you with:
A breakdown of the seven elements of the remote sensing process mentioned in her work.
More details on her recent research into AI and deep learning for satellite imagery.
How to find NCERT resources for learning GIS and Remote Sensing. Which area AI responses may include mistakes. Learn more Remote Sensing Ncert by Minakshi Kumar | PDF - Scribd
This book has become a staple textbook for undergraduate and postgraduate students in geography, geology, environmental science, and civil engineering, particularly within the Indian academic context. It is widely regarded for its structured approach to explaining complex geospatial technologies.
1. Accessibility of Language One of the primary reasons for this book's popularity is its language. Geospatial technology is rife with jargon. Dr. Meenakshi has a talent for translating technical terms (like "backscatter coefficient" or "topological consistency") into plain English that students can grasp without referring to multiple other sources.
2. Diagrammatic Representation The book is heavily illustrated. Diagrams regarding satellite orbits, sensor scanning mechanisms (whiskbroom vs. pushbroom), and vector topology are clear and exam-oriented. These visual aids are frequently referenced by students during revisions.
3. Examination-Oriented Approach For students preparing for Indian university exams or competitive exams like UGC NET Geography, this book is often considered a "bible." It provides definitions, short notes, and long-answer structures that align well with standard question papers.
4. Indian Context Many standard textbooks on Remote Sensing (like those by Lillesand & Kiefer) focus heavily on American satellites (Landsat). Dr. Meenakshi’s work fills a gap by providing extensive data on the IRS series and Indian case studies, making it more relevant for students working in the Indian subcontinent.
Meenakshi targets a broad audience:
The writing style is conversational yet precise. Technical terms—specular reflection, atmospheric scattering, pixel mixing—are introduced in bold, defined immediately, and then used consistently throughout, reinforcing memory without patronizing the reader.