IoT based Portable Weather Station for Irrigation Management using Real-Time Parameters
نویسندگان
چکیده
Rainfall in India is very unpredictable and characterised by monsoon gaps. prediction crucial for irrigation management to enhance farm productivity.. This article presents a portable rainfall device which can be carried fields. In the field sensing current atmospheric parameters like temperature, humidity, pressure along with status of sky know types clouds present gives chances rainfall. It novel approach terms portability it will give based on information at particular location combining predictions from model image processing using deep learning currently sensed weather are processed machine without WIFI or internet connection providing Edge analytics where data processing, prediction, decision making out locally any backend servers cloud platform useful people farmers who don’t have accessibility villages. The decide before every schedule, what extent crops irrigated. If rain low 90% out, predicted as medium then 40 60% done if says heavy no recommended.
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ژورنال
عنوان ژورنال: International Journal of Advanced Computer Science and Applications
سال: 2022
ISSN: ['2158-107X', '2156-5570']
DOI: https://doi.org/10.14569/ijacsa.2022.0130533