Modern Techniques for Agricultural Disease Management and Crop Yield Prediction

Modern Techniques for Agricultural Disease Management and Crop Yield Prediction

Noted as an IGI Global Core Reference Title in Environment & Agriculture for 2019.

N. Pradeep, Sandeep Kautish, C.R. Nirmala, Vishal Goyal, Sonia Abdellatif
Indexed In: SCOPUS
Release Date: August, 2019|Copyright: © 2020 |Pages: 291
DOI: 10.4018/978-1-5225-9632-5
ISBN13: 9781522596325|ISBN10: 1522596321|EISBN13: 9781522596349
Hardcover:
Available
$215.00
TOTAL SAVINGS: $215.00
Benefits
  • Printed-On-Demand (POD)
  • Usually ships one day from order
Hardcover:
Available
$215.00
TOTAL SAVINGS: $215.00
Benefits
  • Printed-On-Demand (POD)
  • Usually ships one day from order
E-Book:
Available
$215.00
TOTAL SAVINGS: $215.00
Benefits
  • Multi-user license (no added fee)
  • Immediate access after purchase
  • No DRM
  • PDF download
E-Book:
Available
$215.00
TOTAL SAVINGS: $215.00
Benefits
  • Immediate access after purchase
  • No DRM
  • PDF download
  • Receive a 10% Discount on eBooks
Hardcover +
E-Book:
Available
$260.00
TOTAL SAVINGS: $260.00
Benefits
  • Printed-On-Demand (POD)
  • Usually ships one day from order
  • Multi-user license (no added fee)
  • Immediate access after purchase
  • No DRM
  • PDF download
Hardcover +
E-Book:
Available
$260.00
TOTAL SAVINGS: $260.00
Benefits
  • Printed-On-Demand (POD)
  • Usually ships one day from order
  • Immediate access after purchase
  • No DRM
  • PDF download
Article Processing Charge:
Available
$1,500.00
TOTAL SAVINGS: $1,500.00
OnDemand:
(Individual Chapters)
Available
$37.50
TOTAL SAVINGS: $37.50
Benefits
  • Purchase individual chapters from this book
  • Immediate PDF download after purchase or access through your personal library
Effective immediately, IGI Global has discontinued softcover book production. The softcover option is no longer available for direct purchase.
Description & Coverage
Description:

Since agriculture is one of the key parameters in assessing the gross domestic product (GDP) of any country, it has become crucial to transition from traditional agricultural practices to smart agriculture. New agricultural technologies provide numerous opportunities to maximize crop yield by recognizing and analyzing diseases and other natural variables that may affect it. Therefore, it is necessary to understand how computer-assisted technologies can best be utilized and adopted in the conversion to smart agriculture.

Modern Techniques for Agricultural Disease Management and Crop Yield Prediction is an essential publication that widens the spectrum of computational methods that can aid in agriculture disease management, weed detection, and crop yield prediction. Featuring coverage on a wide range of topics such as soil and crop sensors, swarm robotics, and weed detection, this book is ideally designed for environmentalists, farmers, botanists, agricultural engineers, computer engineers, scientists, researchers, practitioners, and students seeking current research on technology and techniques for agricultural diseases and predictive trends.

Coverage:

The many academic areas covered in this publication include, but are not limited to:

  • Agricultural Disease Management
  • Agriculture Market Trends
  • Climate-Smart Agriculture
  • Crop Sensors
  • Machine Learning
  • Pattern Recognition
  • Precision Agriculture
  • Predictive Analytics
  • Smart agriculture
  • Swarm Robotics
  • Weed Detection
Table of Contents
Search this Book:
Reset
Editor/Author Biographies

N. Pradeep has15 years of teaching experience in CS and E dept., Bapuji Institute of Engineering and Technology, Davangere, Karnataka, India. His experience includes 7 years research experience. He has worked at various levels namely Lecturer, Sr. Lecturer, Assistant Professor. Presently working as Associate Professor and PG Coordinator, CSE dept and Placement officer, BIET, Davangere. He has published 6 research papers in various peer-reviewed International Journals and 13 research papers in various International Conferences. He has guided more than 20 students at PG level and 30 batches at UG level.

Sandeep Kautish is working as Professor & Dean-Academics with LBEF Campus, Kathmandu Nepal running in academic collaboration with Asia Pacific University of Technology & Innovation Malaysia. He is an academician by choice and backed with 17+ Years of work experience in academics including over 06 years in academic administration in various institutions of India and abroad. He has meritorious academic records throughout his academic career. He earned his bachelors, masters and doctorate degree in Computer Science on Intelligent Systems in Social Networks. He holds PG Diploma in Management also. His areas of research interest are Business Analytics, Machine Learning, Data Mining, and Information Systems. He has 40+ publications in his account and his research works has been published in reputed journals with high impact factor and SCI/SCIE/Scopus/WoS indexing. His research papers can be found at Computer Standards & Interfaces (SCI, Elsevier), Journal of Ambient Intelligence and Humanized Computing (SCIE, Springer). Also, he has authored/edited more than 07 books with reputed publishers i.e. Springer, Elsevier, Scrivener Wiley, De Gruyter, and IGI Global. He has been invited as Keynote Speaker at VIT Vellore (QS ranking with 801-1000) in 2019 for an International Virtual Conference. He filed one patent in the field of Solar Energy equipment using Artificial Intelligence in 2019. He is an editorial member/reviewer of various reputed SCI/SCIE journals i.e. Computer Communications (Elsevier), ACM Transactions on Internet Technology, Cluster Computing (Springer), Neural Computing and Applications (Springer), Journal of Intelligent Manufacturing (Springer), Multimedia Tools & Applications (Springer), Computational Intelligence (Wiley), Australasian Journal of Information Systems (AJIS, International Journal of Decision Support System Technology (IGI Global USA), International Journal of Image Mining (Inderscience). He has supervised one PhD in Computer Science as a co-supervisor at Bharathiar University Coimbatore. Presently two doctoral scholars are pursuing their PhD under his supervision in different application areas of Machine Learning. He is a recognized academician as Session Chair/PhD thesis examiner at various international universities of reputes i.e. University of Kufa, University of Babylon, Polytechnic University of the Philippines (PUP), University of Madras, Anna University Chennai, Savitribai Phule Pune University, M.S. University, Tirunelveli, and various other Technical Universities.

C. R. Nirmala works as professor and head, department of Computer Science and Engineering of BIET, Davangere has got 24 years of teaching experience in teaching, mentoring and guiding the students of UG, PG and research programs of CS & E department. She received her doctorate degree from Visvesvaray Technological University, Belgaum and carried out her research at BIET. She has completed her master’s degree from National Institute of Technology Karnataka, Surthkal in the year 2001 with first class and specialization in Computer Engineering and B.E in Electronics and Communication from Bapuji Institute of Engineering and Technology, Davangere in the year 1992 with first class. She started her career at Bharath Electronics Ltd, Bangalore as Trainee Engineer, then joined Bapuji Institute of Engineering and Technology as a lecturer in the department of E & C from 1995 and in CS and E dept from 2001. Acting as a single point of contact for Infosys Campus Connect, IBM Academic Activities, VMWARE IT Academy and ICT Academy India activities. IBM India Ltd, awarded her with prestigious “Drona” award, for 5 times for mentoring award-winning student projects in the annual national level software development contest- “The Great Mind Challenge” and for showing outstanding performance in the IBM academic initiative Activities in the institute. Infosys has felicitated with certificate of appreciation for outstanding performance in the Infosys campus Connect activities. Wipro Mission 10X team has recognized “Champion Trainer”. And from the institute she obtained the best teacher award for 10 times. Published and presented more than 30 papers in the International Conferences and journals like IEEE transaction, ACM and Other referred journals. 2 research scholars have been awarded with PhD Degrees and 5 research scholars are carrying out research under her guidance. 1 Indian patent has been filed in the area of wireless sensor networks and waiting for publishing. I1 book chapter is published in IGI Press on Wireless Sensor Networks.

Abstracting & Indexing
Archiving
All of IGI Global's content is archived via the CLOCKSS and LOCKSS initiative. Additionally, all IGI Global published content is available in IGI Global's InfoSci® platform.