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IoT Based Farming Recommendation System Using Soil Nutrient and Environmental Condition Detection
IoT Based Farming Recommendation System  Using Soil Nutrient and Environmental  Condition Detection

Abstract:

Over one third of world workforce are employed in agriculture and the amount is steadily falling because of the financial losses of the farmers. One of the key reason behind this financial loss is the lack of technology in agriculture. Continuous cropping and overuse of fertilizers cause the decline in soil productivity and effect the environment as well. This paper demonstrates how the soil productivity can be optimized by implementing an IoT (Internet of Things) based model. Specifically, the paper describes the way to identify the amount of soil nutrients and environmental conditions, followed by the recommendations for cropping and site specific fertilization. Nitrogen, phosphorous and potassium are the key nutrients that are responsible for the plant growth. Soil moisture, pH level of soil and environmental conditions also effects the productivity of crops. In this present work, the system incorporated with various chemicals and sensors to report NPK level, pH level, soil moisture level, temperature and weather forecast. The proposed system takes the soil sample as the input and performs the chemical reactions, corresponding changes in the color of sample is sensed by color sensors and decoded by colorimetry technique. 

components.

1)Arduino Mega Microcontroller

2)Color Sensor

3) TCS3200 Color Sensor

4)Soil Moisture Sensor

5)GPS NEO – 6M

6) GPS

CIRCUIT DIAGRAM

                                  IoT Based Farming Recommendation System  Using Soil Nutrient and Environmental  Condition Detection circuit diagram

 Block Diagram The proposed system comprises of NPK and pH testing chemicals, color sensors, soil moisture sensor, temperature sensor, GPS, Arduino mega and an android application

Arduino Mega Microcontroller

Arduino Mega Microcontroller buy mifratech

Arduino is a computer hardware and microcontroller board. It is based on Microcontroller ATmega 2560. It is equipped with 54 digital I/O pins and 16 analog pins [8]. In Arduino Mega 2560 every single pin can provide or receive a maximum of 40 mA. Arduino Mega has an internal pull-up resistor of 20-50 Kiloohm [8]. In 54 digital I/O pins, 15 pins are for pulse width modulation, 16 are analog input pins and 4 are hardware serial port [8]. The Arduino Mega 2560 has a lots of features like for communicating with a computer, another arduino or other microcontrollers. The arduino software includes a serial monitor which gives a permission to simple textual data to be sent to and from the board. For programming in Arduino Mega 2560, it uses Arduino IDE that supports C, C++, Java and Python languages. In Arduino IDE, we write code that is called sketch and that is transferred by USB cable [8].

Color Sensor

Color Sensor

The color sensor is used to detect the color in the form of RGB frequency. TCS3200 color sensor has been used in the system. This sensor consists of four different photodiodes, where red filters consists of 16 photodiodes, blue filter consists of 16 photodiodes, green filter consists of 16 photodiodes and the rest 16 consists of clear with no filters [11]. Each filter has their own corresponding color. The TCS3200 measures the frequency of light. This sensor consists of 8 pins. In this sensor there are 4 LEDs fitted which is mainly used to clearly visualize the object color correctly [12].

 TCS3200 Color Sensor

 

How does TCS230 color sensor work?
The TCS230 detects color with the help of an 8 x 8 array of photodiodes, of which sixteen photodiodes have red filters, 16 photodiodes have green filters, 16 photodiodes have blue filters, and remaining 16 photodiodes are clear with no filters. If you look closely at the sensor, you can actually see these filters.
Soil Moisture Sensor
Soil Moisture Sensor buy mifratech
The moisture sensor is mainly used to measure the volumetric water content in soil. The soil moisture sensor that has been used in the present work is having two probes which can be inserted into the soil. The soil moisture sensor gives the output in the analog form which is converted into digital form [13]. The final output is in the form of percentage of water level in the soil. Moisture sensor is used in various field like irrigation system and agriculture
GPS NEO – 6M
GPS NEO – 6M buy mifratech
GPS stands for Global Positioning System. It is used in various places like in military application, agriculture field etc. GPS NEO 6M has been used in the system. NEO 6M GPS module is a complete GPS receiver with a built-in 25 x 25 x 4mm ceramic antenna [15]. NEO 6M GPS provides a strong satellite search capability. By the help of power and signal indicators, the status of the module can be monitored. By the help of data backup battery, the module can save the data when the main power is shut down accidentally or by mistakenly. It provides a built-in EEPROM to save configuration parameter data. The required power supply for NEO 6M GPS is 3-5V and default baud rate is 9600bps [15]

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