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.

Библиографические подробности
Главные авторы:	Shahrin, Fariha, Zahin, Labiba, Rahman, Ramisa, Hossain, A S M Jahir
Другие авторы:	Azad, A.K.M Abdul Malek
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2021
Предметы:	Agriculture Landsat 8 Habiganj Crop monitoring Crop yield prediction K-Means Mask R-CNN Time series model Machine learning
Online-ссылка:	http://hdl.handle.net/10361/15415

Схожие документы

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

A deep neural network approach for intelligent crop selection and yield prediction based on 46 parameters for agricultural zone-28 in Bangladesh
по: Islam, Tanhim, и др.
Опубликовано: (2018)

Crop production
по: Hughes, Harold De Mott, 1882-1969
Опубликовано: (1972)

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

Root crop processing
Опубликовано: (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
по: Miah, Md. Ruhul Amin
Опубликовано: (2024)

Plants, genes, and crop biotechnology /
по: Chrispeels, Maarten J., 1938-
Опубликовано: (2003)

Cultivation of exotic crops using greenhouse automation
по: Zohra, Fatema Tous, и др.
Опубликовано: (2018)

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

Optimization of a solar powered water pump for crop irrigation
по: Shafiq, Nahian, и др.
Опубликовано: (2017)

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

Plants, genes, and agriculture /
по: Chrispeels, Maarten J., 1938-
Опубликовано: (1994)

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

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

N.P.K. based crop suggesting model
по: Iftekher, Asif, и др.
Опубликовано: (2020)

Irrigation management for crop diversification in Bangladesh /
Опубликовано: (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
по: Haque, Md. Mojammel, и др.
Опубликовано: (2016)

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

Moral hazard: Experimental evidence from tenancy contracts
по: Burchardi, Konrad B, и др.
Опубликовано: (2022)

Rice biofortification : lessons for global science and development /
по: Brooks, Sally
Опубликовано: (2010)

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

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

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

Crop monitoring system using image processing and environmental data
по: Rabbi, Shadman, и др.
Опубликовано: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
по: Alif, Al Amin, и др.
Опубликовано: (2019)

Seasonal siitfting and its impact on crop production: local community perception of Satkhira district
по: Nipa, Sharmin Nahar, и др.
Опубликовано: (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 /
Опубликовано: (1989)

Manual on silkworm egg production /
по: Narasimhanna, M. N.
Опубликовано: (1988)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
по: Khan, Shama, и др.
Опубликовано: (2024)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
по: Hasan, Raad, и др.
Опубликовано: (2021)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
по: Bhattacharjee, Ruposri, и др.
Опубликовано: (2024)

Agricultural yield and profit prediction using data analysis techniques
по: Hassan, Fazal Mahmud, и др.
Опубликовано: (2019)

Effects of land use changes on livelihood pattern of small farmers
по: Mondal, Gautam
Опубликовано: (2010)

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

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

Climate change and rice /
Опубликовано: (1995)

Design and implementation of a crop health monitoring system
по: Kabir, Mashrur, и др.
Опубликовано: (2023)

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

Design of a Smart Agri-voltaic system for irrigation purposes considering major crops
по: Hossain, Shoheb Abul, и др.
Опубликовано: (2023)

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