Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Electrical and Electronic Engineering, 2020.

Bibliografische gegevens
Hoofdauteurs:	Shahrin, Fariha, Zahin, Labiba, Rahman, Ramisa, Hossain, A S M Jahir
Andere auteurs:	Azad, A.K.M Abdul Malek
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2021
Onderwerpen:	Agriculture Landsat 8 Habiganj Crop monitoring Crop yield prediction K-Means Mask R-CNN Time series model Machine learning
Online toegang:	http://hdl.handle.net/10361/15415

Gelijkaardige items

Constraints to high yields on Asian rice farms : an interim report.
Gepubliceerd in: (1977)

A deep neural network approach for intelligent crop selection and yield prediction based on 46 parameters for agricultural zone-28 in Bangladesh
door: Islam, Tanhim, et al.
Gepubliceerd in: (2018)

Crop production
door: Hughes, Harold De Mott, 1882-1969
Gepubliceerd in: (1972)

Crop diversification : findings from a field research programme /
Gepubliceerd in: (1995)

Root crop processing
Gepubliceerd in: (1989)

Study on agricultural cropping pattern change in a water stress area of North-west region of Bangladesh a case study in Sapahar Upazilla under Naogaon district
door: Miah, Md. Ruhul Amin
Gepubliceerd in: (2024)

Plants, genes, and crop biotechnology /
door: Chrispeels, Maarten J., 1938-
Gepubliceerd in: (2003)

Cultivation of exotic crops using greenhouse automation
door: Zohra, Fatema Tous, et al.
Gepubliceerd in: (2018)

Forest farming : towards a solution to problems of world hunger and conservation /
door: Sholto Douglas, James, 1920-
Gepubliceerd in: (1984)

Optimization of a solar powered water pump for crop irrigation
door: Shafiq, Nahian, et al.
Gepubliceerd in: (2017)

Postharvest grain loss assessment methods : a manual of methods for the evaluation of postharvest losses /
Gepubliceerd in: (1978)

Plants, genes, and agriculture /
door: Chrispeels, Maarten J., 1938-
Gepubliceerd in: (1994)

Impact of climate change on crop agriculture southern region of Bangladesh: a Case Study of Banaripara Upazila ,Barisal.
door: Islam, Md. Shahidul
Gepubliceerd in: (2019)

Biotechnology : enhancing research on tropical crops in Africa /
Gepubliceerd in: (1992)

N.P.K. based crop suggesting model
door: Iftekher, Asif, et al.
Gepubliceerd in: (2020)

Irrigation management for crop diversification in Bangladesh /
Gepubliceerd in: (1993)

Pilot study on the development of a low cost land observation and geo-information retrieval system for emergency monitoring of agricultural crop and disaster-induced damages
door: Haque, Md. Mojammel, et al.
Gepubliceerd in: (2016)

Impacts of climate change on cropping pattern in coastal region of Bangladesh : a case study of Sharankhola Upazila , Bagerhat
door: Ali, Md. Mohosin
Gepubliceerd in: (2013)

Moral hazard: Experimental evidence from tenancy contracts
door: Burchardi, Konrad B, et al.
Gepubliceerd in: (2022)

Rice biofortification : lessons for global science and development /
door: Brooks, Sally
Gepubliceerd in: (2010)

A review of BRRI cropping systems research, 1974-1988 /
Gepubliceerd in: (1992)

Enhancement of resilience of coastal community in Bangladesh through crop diversification in adaptation to climate change impacts
door: Rahman, Md. Mizanur
Gepubliceerd in: (2013)

Human resources functions in Auto Crop Care Limited
door: Matin, Tashreef Mahbub
Gepubliceerd in: (2019)

Crop monitoring system using image processing and environmental data
door: Rabbi, Shadman, et al.
Gepubliceerd in: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
door: Alif, Al Amin, et al.
Gepubliceerd in: (2019)

Seasonal siitfting and its impact on crop production: local community perception of Satkhira district
door: Nipa, Sharmin Nahar, et al.
Gepubliceerd in: (2017)

Climate and food security : papers persented at the International Symposium on Climate Variability and Food Security in Developing Countries, 5-9 February 1987 New Delhi, India /
Gepubliceerd in: (1989)

Manual on silkworm egg production /
door: Narasimhanna, M. N.
Gepubliceerd in: (1988)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
door: Khan, Shama, et al.
Gepubliceerd in: (2024)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
door: Hasan, Raad, et al.
Gepubliceerd in: (2021)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
door: Bhattacharjee, Ruposri, et al.
Gepubliceerd in: (2024)

Agricultural yield and profit prediction using data analysis techniques
door: Hassan, Fazal Mahmud, et al.
Gepubliceerd in: (2019)

Effects of land use changes on livelihood pattern of small farmers
door: Mondal, Gautam
Gepubliceerd in: (2010)

A knowledge-based perception analysis about Biotechnology among university students in Bangladesh
door: Ali, Fariha Fatema
Gepubliceerd in: (2024)

Shifting cultivators : local technical knowledge and natural resource management in the humid tropics /
door: Warner, Katherine
Gepubliceerd in: (1991)

Climate change and rice /
Gepubliceerd in: (1995)

Design and implementation of a crop health monitoring system
door: Kabir, Mashrur, et al.
Gepubliceerd in: (2023)

Global climate change and agricultural production : direct and indirect effects of changing hydrological, pedological, and plant physiological processes /
Gepubliceerd in: (1996)

Design of a Smart Agri-voltaic system for irrigation purposes considering major crops
door: Hossain, Shoheb Abul, et al.
Gepubliceerd in: (2023)

কৌলিতত্ত্ব ও উদ্ভিদ প্রজনন শব্দকোষ /
door: ভূঁইয়া, মোঃ শহীদুর রশীদ