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Agriculture is the bone that plays important part in the frugality of India. India is an agrarian country and its frugality largely grounded upon crop product. It'll allow policy makers and growers to take effective marketing and storehouse way to prognosticate crop yields before in their crop. The design will allow growers to capture the yields of their crops before civilization in the field of husbandry and therefore help them make the necessary opinions. Preparation of such a system with a use and the machine learning algorithm an also be distributed. The results attained are granted access to the planter. and yet there are colorful styles or protocols for similar veritably data analytics in crop yield vatic nation, and were suitable to prognosticate agrarian productivity with guidance of all those algorithms. It utilizes a random forest algorithm. By probing similar problems and issues similar as rainfall, temperature, moisture, downfall, moisture, its overcome using random forest technique, acceptable results an inventions resolve the situation. In countries like India, indeed in the agrarian sector, as there are numerous types of adding profitable growth. In addition, the processing is useful of ratiocinating the product of crop yields. [ABSTRACT FROM AUTHOR]

The paper contributes to current knowledge of climate change impacts on Indian agriculture by accounting for spatial features that may influence the climate sensitivity of agriculture. Using panel data over a 20-year period and on 271 districts, this study estimates the impact of climate change on farm level net revenue in India. The key findings reveal that there is a significant positive spatial autocorrelation and that accounting for this can improve the accuracy of climate impact studies. Furthermore, the paper argues that better dissemination of knowledge among farmers through both market forces and local leadership will help popularize effective adaptation strategies to address climate change impacts. [ABSTRACT FROM AUTHOR]

Impacts of climate change are being felt all over the world. Himalayan Glaciers like Gangotri and Yamunotri are melting away at an unprecedented rate and effecting lives of many in the Indian subcontinent. According to the IPCC reports, India will have no drinkable water left in the next fifty years. Cities like Mumbai in India are under a constant threat of being submerged due to rising sea levels. The policy makers of the country realize the hardships the country may face under the scenario of climate change. The Indian economy depends heavily on agriculture which is also under constant threat from climate change. In this paper we analyze the effects of climate change on Indian agriculture in Punjab, which is also known as the food basket of India. Our results do not show any negative impact of climate change on agriculture. [ABSTRACT FROM AUTHOR]

Analysis of the impacts of climate change on agriculture in India is an important exercise, as it deals with the food security of more than one billion people. This study uses an integrated modeling framework to assess the socio-economic impacts of climate change on Indian agriculture. A crop simulation model is used to estimate the yield changes under various climate change scenarios for two main cereal crops: rice and wheat. Aggregated crop yield changes are then introduced as gradually occurring supply shocks to the economy in an applied general equilibrium model, and the socio-economic impacts of climate change are assessed. The results indicate that the projected large-scale changes in the climate would lead to significant reductions in crop yields, which in tutu would adversely affect agricultural production. The economic and welfare impacts, captured through changes in indicators, such as value added and calorie intake, show that climate change would place significant burden on the economy. The results also show that people in the poorer sections of the population are likely to bear a greater share of the burden imposed by climate change. Consideration of carbon fertilization effects resulted in reducing the adverse impacts to some extent. The study also discusses the role of various policies in mitigating the negative impacts of climate change. [ABSTRACT FROM AUTHOR]