Analysis and prediction of soil nutrients pH, N, P, K for crop using machine learning classifier: a review

DS Wankhede - International Conference on Mobile Computing and …, 2021 - Springer
Agriculture is representing as an essential element in develo** areas like India and other
countries. The area of agriculture, computer engineering can be used for farmer decision …

Determination of soil nutrients and pH level using image processing and artificial neural network

JC Puno, E Sybingco, E Dadios… - 2017IEEE 9th …, 2017 - ieeexplore.ieee.org
In this study, image processing and artificial neural network was used to efficiently identify
the nutrients and pH level of soil with the use of Soil Test Kit (STK) and Rapid Soil Testing …

Soil analysis using Iot

A More, A Mouria, N Panchal… - … Conference on Advances …, 2019 - papers.ssrn.com
For endurable development in the agricultural field continuous crop** is necessary along
with the constant check of soil fertility. Agricultural yield primarily depends on soil fertility …

Soil nutrients prediction and optimal fertilizer recommendation for sustainable cultivation of groundnut crop using enhanced-1DCNN DLM

S Sivasankaran, KJ Mohan… - International Journal of …, 2022 - search.proquest.com
Cultivation of crops and their parallel production yields hugely depend upon the fertility
composition of the soil in which the crops are being cultivated. The prime fertility factors …

Soil nutrient detection using genetic algorithm

JCV Puno, RAR Bedruz, AKM Brillantes… - 2019 IEEE 11th …, 2019 - ieeexplore.ieee.org
Genetic Algorithm is the method used in this study in classifying the qualitative level of the
soil nutrients. The data set includes images coming from the result of the soil testing. The …

Automated soil moisture and nutrient analyzer for mulberry plants using IoT

A Thanushree, KR Shobha, P Prabhakar… - 2021 IEEE 9th …, 2021 - ieeexplore.ieee.org
Sericulture is the most diverse economic sector, and it plays a critical part in the nation's
overall economic development. In India, the sericulture sector employs around 8.25 million …

Design of Portable Soil and Water Testing System

TJ Yadav, EN Harini, G Rupesh… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
According to United Nations Organisation (UNO) and World Health Organization (WHO) 3.4
million people worldwide die each year from illnesses linked to drinking water, according to …

[PDF][PDF] REAL TIME SOIL AND WATER QUALITY MONITORING SYSTEM USING INTERNET OF THINGS

AS Chauhan, J Shukla, K Gupta, M Sharma, S Agrawal - researchgate.net
The aim of our project is to provide an automatic irrigation system. It is used to detect the
amount of the three major macronutrients such as Nitrogen (N), Phosphorus (P) and …

[PDF][PDF] Smart Agriculture enabled Internet of Things (IoT) for Real-Time Experimental Results On Soil Nutrient Identification with pH

VS Rao, NS Ramchander, S Raghu - Voore Subba Rao, N. Santhosh … - researchgate.net
The smart agriculture is an emerging technology for cultivate of plants. Mostly the Indian
economy depends on agriculture products. It is essential to produce better products. These …

[CITATION][C] An Improved 16 by 1 Array Photon Counting for Soil Spectroscopy using Brent Kung Adder

AM Ndottiwa, SB Issak, MJ Musa, A Ahmed - JOURNAL OF AGRICULTURAL …, 2020