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Handbook of Computational Sciences

Scrivener Publishing

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Martin Scrivener (martin@scrivenerpublishing.com)

Phillip Carmical (pcarmical@scrivenerpublishing.com)

Handbook of Computational Sciences

A Multi and Interdisciplinary Approach

Faculty of Computers & Artificial Intelligence, Beni-Suef University, Egypt

Vigneshwar M

Cybase Technologies, Coimbatore, Tamil Nadu, India

Krishna Kant Singh

Department of Computer Science and Engineering, Amity University, Uttar Pradesh, India and

Zdzislaw Polkowski

The Karkonosze University of Applied Sciences, Poland

This edition first published 2023 by John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, USA and Scrivener Publishing LLC, 100 Cummings Center, Suite 541J, Beverly, MA 01915, USA

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5

6

Pallavi S. Bangare, Sanjana Naik, Shashwati Behare, Akanksha Swami, Jayesh Gaikwad, Sunil L. Bangare, G. Pradeepini and Ahmed A. Elngar

5.1

5.2

6.1

5.2.1

5.2.5

5.2.6

5.2.7

6.2

6.5

6.6 The Service Pattern of

6.7

6.8

6.9 The Stationary Analysis of the Characteristics of the

Veeramanickam M.R.M., Visalatchi S. and Ahmed A. Elngar

7.1

7.2

Sunil L. Bangare, Shirin Siddiqui, Ayush Srivastava, Avinash Kumar, Pushkraj Bhagat, G. Pradeepini, S. T. Patil and Ahmed A. Elngar

S., S.S. Sridhar and Ahmed A. Elngar

Ahmad Al Yakin, Luís Cardoso, Ahmed A. Elngar, Ibrahim Oteir and Abdullah Nijr

of

Preface

This handbook explores computational methods that are found on the engineering side of computer science. These methods appear in worldwide applications and are the focus of research works that seek to apply them to meet current and future societal needs.

This volume pertains to applications in the areas of imaging, medical imaging, wireless and WS networks, IoT with applied areas, big data for various applicable solutions, etc. This text delves deeply into the core subject and then broadens to encompass the interlinking, inter–disciplinary, and cross-disciplinary sections of other relevant areas. Those areas include applied, simulation, modeling, real-time, research applications, and more.

In proportion with greater technological advancements come increased complexities and new intriguing issues that require micro-level analysis with strong consideration for future outcomes. Such analysis involves the use of computing hardware, networking, algorithms, data structures, programming, databases, and other domain-specific knowledge for the implementation of physical processes that run on computers.

Computational sciences can conglomerate with other cross- and inter-disciplines to evolve into something useful to humankind. A wide-ranging perspective is necessary for the evolution of a new paradigm. To accomplish this, the approach must involve highly advanced learning that includes research by scholars, scientists, engineers, medical practitioners, biologists, chemists, physicists, etc.; and it touches upon areas of physical-, biological-, and life science; many forms of computational science (physics, chemistry, neuroscience, mathematics, and biology), software engineering, arts and humanities, and more.

The editors wish to thank Scrivener Publishing and their team for the opportunity to publish this volume.

The Editors May 2023

A Sensor-Based Automated Irrigation System for Indian Agricultural Fields

I.S. Akila1 and Ahmed A. Elngar2*

1Department of ECE, Coimbatore Institute of Technology, Coimbatore, Tamil Nadu, India

2Faculty of Computers and Artificial Intelligence, Beni-Suef University, Beni-Suef City, Egypt

Abstract

The continuous monitoring of field conditions using an IoT system is essential to maintain the optimum levels of the field parameters like soil moisture and temperature and to increase productivity. Continuous monitoring and automation of irrigation to optimize field conditions is a challenge faced by the agriculture sector. The proposed work presents an IoT system that collects temperature and humidity data through the sensors, processes them, and automates the irrigation process based on the results. Considering the pragmatic feasibility of many conventional and modern approaches, this work proposes a simplified and economic solution to automate the process of irrigation amidst the challenges such as lack of skilled labor and overhead involved in the complexity of the existing solutions. The work could be extended to various geographical regions of the Indian landscape to make a comprehensive and all-inclusive solution for the automation of the irrigation process.

Keywords: Agriculture, irrigation, image processing, sensor, box-counting, fractal dimension

1.1

Introduction

Agriculture plays a major role in the Indian economy. Due to the unpredictable and inconsistent nature of factors that influence farming in India,

*Corresponding author: elngar_7@yahoo.co.uk

Ahmed A. Elgnar, Vigneshwar M, Krishna Kant Singh and Zdzislaw Polkowski (eds.) Handbook of Computational Sciences: A Multi and Interdisciplinary Approach, (1–22) © 2023 Scrivener Publishing LLC

there arises a need to extend the technology into agriculture thereby increasing productivity. Across the wide scope of the Indian landscape, farmers employ several styles of agriculture that could be synthesized and enhanced with the invention of emerging technologies.

Optimum soil temperature and moisture levels should be maintained to augment crop growth. Macronutrient levels should also be maintained to adequacy for better yield. A smart monitoring platform is required to monitor field conditions continuously. An effective automated system would reduce human efforts to a great extent. This system facilitates smart monitoring of several parameters such as optimum water and other soil properties that cumulatively influence productivity in the primary sector.

The process of automation in the agricultural monitoring process is done by interfacing the required sensors to NI myRIO, which is supported by the LabVIEW platform. Image processing technique using a suitable box counting algorithm estimates the fractal dimension of the soil particles and further, it has been implemented to detect physical parameters of the soil.

Modern technology finds its applications in various fields for better outcomes. Agriculture, a significant field to be monitored and enhanced, has exploited technology to obtain higher productivity, growth, and yield rates. Hence reducing human effort and automating the process of irrigation by enabling remote access to field parameters would contribute to the betterment of yields in agriculture.

The rest of the chapter is organized as follows. Section 1.2 presents significant research works performed to automate the process of agricultural monitoring amidst their boundaries. Section 1.3 illustrates the proposed work of this chapter. Section 1.4 discusses the performance study and results of the work. Section 1.5 concludes the work and presents future possibilities for enhancement.

1.2 Literary Survey

Through the traces of modern technological advancements, shortage of skilled labor, and increasing demand, there is much research work focused on the automation of agricultural monitoring systems.

A.D. Kadage and J.D. Gawade [1] have designed and implemented a system to monitor field conditions continuously by interfacing sensors to a microcontroller and notifying the farmer through SMS (Short Message Service) when field conditions deviate from normal parameters. The system utilizes a GSM module and prompts commands from the farmer to take necessary action. However, their work has not considered network

availability and related constraints. Thus, continuous monitoring is facilitated without emphasizing automating the process of irrigation.

Swarup S. Mathurkar and Rahul B. Lanjewar [2] proposed a system to develop a smart sensor-based monitoring system for the agricultural environment using a Field Programmable Gate Array (FPGA) which comprised of a wireless protocol, different types of sensors, microcontroller, serial protocol, and the FPGA with display element. The work was done using sensors that help in checking moisture, temperature, and humidity conditions. According to these conditions, farmers can schedule their work.

Bansari Deb Majumder, Arijita Das, Dibyendu Sur, Sushmita Das, Avishek Brahma, and Chandan Dutta [3] have attempted to develop an automated system that can measure different agricultural process parameters (like temperature, soil moisture, sunlight intensity, humidity, chemical contents, etc.) and control using PID controller. These parameters can be remotely monitored and controlled. With the help of MATLAB interfaced with NI LabVIEW, a virtual simulation of the entire process on the front panel is made feasible. Alarm systems are incorporated to generate the necessary alarm signal in case of the worst scenario to alert the farmer about the consequences. This will provide the farmer with a remote-control approach to looking after his land and crops. It will also increase the productivity of land through efficient control and will reduce human efforts through complete automation of the harvesting process.

Anastasia Sofou, Georgios Evangelopoulos, and Petros Maragos [4] proposed a system to examine the sophisticated integration of selected modern methods for image feature extraction, texture analysis, and segmentation into homogeneous regions. The experimental results in images are digitized under different specifications and scales demonstrating the proposed system’s efficacy. Further, this work explores the possibilities of a smart agricultural monitoring system based on geographical constraints.

H.T. Ingale and N.N. Kasat [5] proposed a system for automatic irrigation by using sensors that would make farmers aware of the changing conditions of humidity levels to schedule the proper timing for irrigation. Due to the direct transfer of water to the roots, water conservation takes place and also helps to maintain the moisture to soil ratio at the root zone constant to some extent. Thus, the system is efficient and compatible with the changing environment. Also, the system saves water and improves the growth of plants. The influence of other climate parameters could be considered to improve the quality of the outcome in this work.

Rahul B. Lanjewar, Swarup S. Mathurkar, Nilesh R. Patel and Rohit S. Somkuwar [6] presented a sensor system to monitor and measure parameters such as temperature, soil moisture, and humidity. Further, the work

done by M.K. Gayatri, J. Jayasakthi, and G.S. Anandha Mala [7] motivates the employment of the data obtained through emerging technologies such as the Internet of Things (IoT) and cloud computing to automate manual agricultural activities.

V. Vijay Hari Ram, H. Vishal, S. Dhanalakshmi and P. Meenakshi Vidya [8] presented a framework for regulating water supply in an agricultural field with a simple IoT model. Tanmay Baranwal, Nitika and Pushpendra Kumar Pateriya [9] proposed an IoT-based system for from the security perspective and further makes an example of using modern technologies to adopt and support traditional environments. In their work, Nikesh Gondchawar and R.S. Kawitkar [10] presented a GPS-based automation framework for a smart agriculture system.

Yijun Hu, Jingfang Shen, and Yonghao Qi [11] have predicted the growth of rice plants using fractal dimension parameters for the prediction of biomass of the rice and have proven to improvise the prediction model. P. Senthil and Akila I.S. [12] presented the Fire Bird V ATmega2560 robotic kit for the prediction of soil moisture and to determine the shortest path using Dijkstra’s algorithm for the robotic kit movement and it was proven that the system was efficient in monitoring the moisture content of the soil.

I.S. Akila, A. Sivakumar, and S. Swaminathan [13] depict the work of extracting the texture of the plant using image processing techniques and the height of the plant was estimated using a virtual height measurement scheme. The works of [14, 15], and [16] discuss the use of IoT in agriculture, its issues, challenges, and solutions. They also depict different IoT architectures which are application specific.

From the literature survey, the features such as network constraint, distance viability, reliability, complex algorithms in image processing, increased human efforts and manual control are identified as predominant parameters to improve contemporary agricultural monitoring systems. Our work is proposed to overcome these real-time challenges through automated irrigation, remote access to field conditions, and simple image processing techniques for determining soil physical parameters.

1.3 Proposed System

1.3.1

System Architecture

The block diagram for our proposed system is shown in Figure 1.1. The work is aimed at automating the irrigation process by interfacing the necessary sensors, namely, the temperature sensor and moisture sensors to the

NI myRIO board with configured Wi-Fi (Wireless Fidelity) facility. When the power is supplied to myRIO, the temperature sensor monitors the soil temperature. If it exceeds 30°C, it will automatically turn on the motor. The temperature is displayed on the Data dashboard. Similarly, irrigation takes place when the moisture level violates the threshold range. When the temperature and moisture levels go below their respective threshold values, the motor remains off. The outcome of the sensors is used to automatically initiate the irrigation process.

1.3.2 Flow of Automated Irrigation

Figure 1.2 shows the flow of activities involved in the automation of the irrigation system. Initially, myRIO is configured and then interfaced with the appropriate sensors. The data are read from the sensor, and according to the threshold fixed, the automation control of ON/OFF the motor is done.

1.3.3

Interfacing Sensors

YL69 soil moisture sensor and LM35 soil temperature sensor are interfaced with the NI myRIO as per Table 1.1. The sensors are connected to the MXP connector pins of myRIO, where the MXP connector consists of both analogy and digital input and output pins with 5V.

MOTOR
MyRio 1900
Figure 1.1 Proposed system architecture.

CONFIGURE NI MYRIO

INTERFACE SENSORS WITH NI MYRIO CONTROLLER

READ THE DATA FROM SENSORS USING VI IN LABVIEW

SET THE OPTIMUM THRESHOLD LEVELS FOR TEMPERATURE AND MOISTURE

AUTOMATE MOTOR CONTROL WHEN SENSED LEVELS RISES THRESHOLD LEVELS

CHECK FOR FIELD CONDITIONS USING DATA DASHBOARD ON MOBILE/ON COMPUTER

Table

S. no. Sensors Sensor connector pins Myrio connector pins

1Soil moisture sensor Vcc MSP DIO(5V)

Ground MSP DGND

AO (analog output)MSP AI0+

2Soil temperature sensor Vcc MXP A1

Analog outputMSP AI1+

GND

MSP AI 1-

The optimum values for the soil temperature and moisture are fixed as the threshold as depicted in Table 1.2 which is compared to the sensed values of parameters.

Upon the comparison of the sensed values and fixed threshold values, the motor is initiated, and irrigation is done automatically. A DC motor is interfaced to MXP connector PIN 27 as shown in Figure 1.3.

The NI Data dashboard mobile application enables the implementation of network-shared variables. In the irrigation automation the motor status, temperatures in Celsius, and percentage of moisture status have been configured as shared variables as shown in Figure 1.4. They can be accessed by connecting to the Wi-Fi network in the configured myRIO as shown

Figure 1.2 Process flow of irrigation automation.
1.1 Connection specification.

Table 1.2 Threshold values for temperature and moisture.

S. no. Parameters Threshold values

1Soil moisture content50% of Moisture Value

2Soil temperatureUp to 30° C

[1]

B/DIO8 B/PWM0 [27] B/GND [30]

Figure 1.3 Circuit diagram of DC MOTOR.

[33]

Figure 1.4 Project explorer window showing the network shared variables.

Figure 1.5 NI MAX window for Wi-Fi configuration on NI-myRIO.

in Figure 1.5. The NI Measurement and Automation Explorer provide a facility for configuring on-board Wi-Fi on NI myRIO. After the configuration of Wi-Fi, myRIO can be disconnected from the host computer and deployed to work as a stand-alone system.

1.3.4 Physical Characteristics Determination Using Image Processing

The physical characteristics of soil can be estimated through simple image processing techniques by the estimation of fractal dimension. As depicted in Figure 1.6 image processing involves capturing the images of the soil and converting them into binary images, and then calculating the average value using the box-counting method. The computed fractal dimension is used to estimate the value of the physical characteristics of the soil.

1.3.4.1 Fractal Dimension Estimation

Fractal dimension is a mathematical descriptor of image features which characterizes the physical properties of the soil. The box-counting method is one of the methods to estimate fractal dimensions.

CAPTURE THE IMAGES OF THE SOIL USING DIGITAL CAMERA

CALCULATE AVERAGE FRACTAL VALUE BY BOX COUNTING METHOD USE THRESHOLDING TO CONVERT COLOUR IMAGE TO BINARY IMAGE

1.6 Process of physical parameter estimation of soil.

1.3.4.2

Box-Counting Method

The box-counting principle involves counting the number of ones covered by a specified box size in the binary image. It consists of the following steps:

1. Convert the color image to a binary image using color thresholding.

2. Extract the central 3x3 subarray

3. Count the number of 1’s in the extracted array

4. Estimate the fractal dimension using the Eqn. [3.1]

1.3.4.3

where, Box size (S=3), Number of one’s in that box.

Physical Parameters

The following physical characteristics of the soil are estimated to determine the quality of the soil content.

➢ Water content: Water content or moisture content is the quantity of water contained in the soil and is estimated using Eqn. [3.2].

Figure

➢ Liquid limit: The Atterberg limits are a basic measure of the critical water contents of fine-grained soil using Eqn. [3.3] the liquid limit of the soil is estimated.

wL% = 34.31X3-10.62X2+24.83X-124.3 (3.3)

➢ Plastic limit: The plastic limit is defined as the moisture content at which soil begins to behave as a plastic material and is estimated using Eqn. [3.4].

wP% = 185.9X3-893.5X2+1428X-735 (3.4)

➢ Shrinkage limit: The shrinkage limit is the water content where the further loss of moisture will not result in any more volume reduction and is determined using the Eqn. [3.5].

wS% = -144.8X3+669.6X2-1028X+543.4 (3.5)

➢ Specific gravity: Specific gravity is defined as the ratio of the weight of an equal volume of distilled water at that temperature both weights taken in air and computed using the Eqn. [3.6].

G = 27.14X3-127.4X2+198.3X-99.73 (3.6)

➢ Uniformity and curvature coefficient: The uniformity coefficient Cu is defined as the ratio of D60 by D10. So, when Cu is greater than 4–6, it is understood as a well-graded soil and when the Cu is less than 4, they are poorly graded or uniformly graded. Uniformly graded in the sense, that the soils have got the identical size of the particles and are determined using the Eqns. [3.7 and 3.8].

cc = 6.308 X3 - 25.73 X2 + 33.58 X -13.13 (3.7)

cu = 125.2 X3 - 608.7 X2 + 985.9 X - 524.8 (3.8)

➢ Field density: Field density or density of field is expressed in lines of force per unit area of a cross-section perpendicular to lines of force and is estimated using the Eqn. [3.9].

The formulae used for estimating physical characteristics are shown from Eqns. [3.2] to [3.9] where X stands for the fractal dimension of the image. Thus, the system computes the features to determine the time to initiate the process of irrigation. This system reduces manual effort, increases productivity, and reduces water wastage.

1.4 Performance Studies

The results obtained from the performance evaluation of our proposed system are discussed below.

1.4.1 Experimental Environment

Figure 1.7 shows LabVIEW VI for interfacing the temperature sensor (lm35) and soil moisture sensor to NI myRIO. The analog output voltages from the sensors are converted to suitable temperature and moisture (in terms of percentage).

Figure 1.7 Block diagram for irrigation automation by monitoring soil temperature and moisture.

The optimum threshold values of temperature and moisture are fixed. Any variation in soil temperature above threshold temperature (30° C) and drop in soil moisture content below 50% is detected and it turns on a motor that irrigates the field. The soil temperature, moisture levels and motor status have been configured as network-shared variables.

Figure 1.8 shows the front panel containing the output voltage waveforms of the temperature and moisture sensors. The numeric display of temperature and moisture in terms of Celsius and percentage moisture is also shown across time intervals.

1.4.2 Accessing Shared Variables from NI Data Dashboard

By connecting to the Wi-Fi network configured on myRIO, the values of shared variables for four different scenarios are given as follows and the results are presented in Figures 1.9−1.12.

Figure 1.8 Front panel for irrigation automation.
Figure 1.9 Shared variables (T>30°C)-Motor ON.
Figure 1.10 Shared variables (M<50%)-Motor ON.
Figure 1.11 Shared variables (T<30°C and M>50%)-Motor OFF.

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John Dolittle, as usual, went after that problem too with much energy. He was a very excellent mathematician, was the Doctor. And one afternoon he sat down with a note book and the Nautical Almanac and worked out tables which should tell him from the stars where he was and in what direction he was going. It was curious, that strange sense of comfort we drew from the stars. They, the heavenly bodies which from the Earth seemed the remotest, most distant, unattainable and strangest of objects, here suddenly became friendly; because, I suppose, they were the only things that really stayed the same. The stars, as we saw them from the Moon, were precisely as the stars we had seen from the Earth. The fact that they were nearly all countless billions of miles away made no difference. For us they were something that we had seen before and knew. “We rigged up weather-vanes”

It was while we were at work on devising some contrivance to take the place of the compass that we made the discovery of the explosive wood. The Doctor after trying many things by which he hoped to keep a definite direction had suddenly said one day:

“Why, Stubbins, I have it.—The wind! It always blows steady— and probably from precisely the same quarter—or at all events with a regular calculable change most likely. Let us test it and see.”

So right away we set to work to make various wind-testing devices. We rigged up weather-vanes from long streamers of light bark. And then John Dolittle hit upon the idea of smoke.

“That is something,” said he, “if we only place it properly, which will warn us by smell if the wind changes. And in the meantime we can carry on our studies of the Animal Kingdom and its languages.”

So without further ado we set to work to build fires—or rather large smoke smudges—which should tell us how reliable our wind would be if depended on for a source of direction.

THE ELEVENTH CHAPTER

We Prepare to Circle the Moon

W went to a lot of trouble working out how we could best place these fires so that they should give us the most satisfactory results. First of all we decided with much care on the exact position where we would build them. Mostly they were on bare knolls or shoulders, where they couldn’t spread to the underbrush and start a bush-fire. Then came the question of fuel: —What would be the best wood to build them of?

There were practically no dead trees, as I have said. The only thing to do then was to cut some timber down and let it dry.

This we proceeded to do but did not get very far with it before the Doctor suddenly had qualms of conscience. Trees that could talk could, one would suppose, also feel. The thought was dreadful. We hadn’t even the courage to ask the trees about it—yet. So we fell back upon gathering fallen twigs and small branches. This made the work heavier still, because, of course, we needed a great deal of fuel to have fires big enough to see and smell for any distance.

After a good deal of discussion we decided that this was a thing which couldn’t be hurried. A great deal depended on its success. It was a nuisance, truly, but we had just got to be patient. So we went back into the jungle-lands and set to work on getting out various samples of woods to try.

It took a longish time, for the Doctor and myself were the only ones who could do this work. Chee-Chee tried to help by gathering twigs; but the material we most needed was wood large enough to last a fair time.

“Mostly they were on bare knolls”

Well, we harvested several different kinds. Some wouldn’t burn at all when we tried them. Others, we found, were pretty fair burners, but not smoky enough.

With about the fifth kind of wood, I think it was that we tested out, we nearly had a serious accident. Fire seemed to be (outside of the traces we had found of the smoke signal apparatus) a thing quite unusual in the Moon. There were no traces of forest burnings anywhere, so far as we had explored. It was therefore with a good deal of fear and caution that we struck matches to test out our fuel.

About dusk one evening the Doctor set a match to a sort of fern wood (something like a bamboo) and he narrowly escaped a bad burning. The stuff flared up like gunpowder.

We took him off, Chee-Chee and I, and examined him. We found he had suffered no serious injuries, though he had had a very close shave. His hands were somewhat blistered and he told us what to get out of the little black bag to relieve the inflammation.

We had all noticed that as the wood flared up it sent off dense masses of white smoke. And for hours after the explosion clouds of heavy fumes were still rolling round the hills near us.

When we had the Doctor patched up he told us he was sure that we had stumbled by accident on the fuel that had been used for making the smoke signals we had seen from Puddleby.

“But my goodness, Doctor,” said I, “what an immense bonfire it must have been to be visible all that distance!—Thousands of tons of the stuff, surely, must have been piled together to make a smudge which could be seen that far.”

“And who could have made it?” put in Chee-Chee.

For a moment there was silence. Then Polynesia spoke the thought that was in my mind—and I imagine in the Doctor’s too.

“The man who made those torches,” said she quietly, “could move an awful lot of timber in one day, I’ll warrant.”

“You mean you think it was he who sent the signals?” asked Chee-Chee, his funny little eyes staring wide open with astonishment. “ ‘You mean you think it was he who sent the signals?’ ”

“Why not?” said Polynesia. Then she lapsed into silent contemplation and no further questioning from Chee-Chee could get a word out of her.

“Well,” said the monkey at last, “if he did send it that would look as though he were responsible for the whole thing. It must have been he who sent the moth down to us—who needed the Doctor’s assistance and presence here.”

He looked towards John Dolittle for an answer to this suggestion. But the Doctor, like Polynesia, didn’t seem to have anything to say.

Well, in spite of our little mishap, our wood tests with smoke were extremely successful. We found that the wind as a direction-pointer could certainly be relied on for three or four days at a time.

“Of course, Stubbins,” said the Doctor, “we will have to test again before we set off on our round trip. It may be that the breeze, while blowing in one prevailing direction now, may change after a week or so. Also we will have to watch it that the mountain ranges don’t deflect the wind’s course and so lead us astray. But from what we have seen so far, I feel pretty sure that we have here something to take the place of the compass.”

I made one or two attempts later, when Polynesia and CheeChee were out of earshot, to discover what John Dolittle thought about this idea that it had really been the Moon Man who had brought us here and not the Animal Kingdom. I felt that possibly he might talk more freely to me alone on the subject than he had been willing to with all of us listening. But he was strangely untalkative.

“‘I don’t know, Stubbins,’ said he, frowning”

“I don’t know, Stubbins,” said he, frowning, “I really don’t know. To tell the truth, my mind is not occupied with that problem now—at all events, not as a matter for immediate decision. This field of the lunar Vegetable Kingdom is something that could take up the attention of a hundred naturalists for a year or two. I feel we have only scratched the surface. As we go forward into the unknown areas of the Moon’s further side we are liable to make discoveries of—well, er—who can tell? When the Moon Man and the Animal Kingdom make up their minds that they want to get in touch with us, I suppose we shall hear from them. In the meantime we have our work to do—more than we can do. . . . Gracious, I wish I had a whole staff with me!—Surveyors, cartographers, geologists and the rest. Think of it! Here we are, messing our way along across a new world—and we don’t even know where we are! I think I have a vague idea of the line we have followed. And I’ve tried to keep a sort of chart of our march. But I should be making maps, Stubbins, real maps, showing all the peaks, valleys, streams, lakes, plateaux and everything.—Dear, dear! Well, we must do the best we can.”

THE TWELFTH CHAPTER

The Vanity Lilies

O course on a globe larger than that of the Moon we could never have done as well as we did. When you come to think of it, one man, a boy, a monkey and a parrot, as a staff for the exploration of a whole world, makes the expedition sound, to say the least, absurd.

We did not realize, any of us, when we started out from our first landing that we were going to make a circular trip of the Moon’s globe. It just worked out that way. To begin with, we were expecting every hour that some part of the Animal Kingdom would come forward into the open. But it didn’t. And still we went on. Then this language of the trees and flowers came up and got the Doctor going on one of his fever-heat investigations. That carried us still further. We always took great care when departing from one district for an excursion of any length to leave landmarks behind us, camps or dumps, so that we could find our way back to food and shelter if we should get caught in a tight place.

In this sort of feeling our way forward Polynesia was most helpful. The Doctor used to let her off regularly now to fly ahead of us and bring back reports. That gave us some sort of idea of what we should prepare for Then in addition to that, the Doctor had brought with him several small pocket surveying instruments with which he marked on his chart roughly the points at which we changed course to any considerable extent.

“We always took care to leave landmarks behind us”

In the earlier stages of our trip we had felt we must keep in touch with the first fruit section we had met with, in order to have a supply of vegetables and fruits to rely on for food. But we soon discovered from Polynesia’s scouting reports, that other wooded sections lay ahead of us. To these we sent Chee-Chee, the expert, to investigate. And when he returned and told us that they contained even a better diet than those further back, we had no hesitation in leaving our old haunts and venturing still further into the mysteries of the Moon’s Further Side.

The Doctor’s progress with the language of the trees and plants seemed to improve with our penetration into the interior. Many times we stopped and pitched camp for four or five days, while he set up some new apparatus and struggled with fresh problems in plant language. It seemed to grow easier and easier for him all the time. Certainly the plant life became more elaborate and lively. By this we were all grown more accustomed to strange things in the Vegetable Kingdom. And even to my unscientific eyes it was quite evident that here the flowers and bushes were communicating with one another with great freedom and in many different ways.

I shall never forget our first meeting with the Vanity Lilies, as the Doctor later came to call them. Great gaudy blooms they were, on

long slender stems that swayed and moved in groups like people whispering and gossiping at a party. When we came in sight of them for the first time, they were more or less motionless. But as we approached, the movement among them increased as though they were disturbed by, or interested in, our coming.

I think they were beyond all question the most beautiful flowers I have ever seen. The wind, regular as ever, had not changed. But the heads of these great masses of plants got so agitated as we drew near, that the Doctor decided he would halt the expedition and investigate.

We pitched camp as we called it—a very simple business in the Moon, because we did not have to raise tents or build a fire. It was really only a matter of unpacking, getting out the food to eat and the bedding to sleep in.

We were pretty weary after a full day’s march. Beyond the lily beds (which lay in a sort of marsh) we could see a new jungle district with more strange trees and flowering creepers. “Certainly the plant life became more elaborate and lively”

After a short and silent supper, we lay down and pulled the covers over us. The music of the forest grew louder as darkness

increased. It seemed almost as though the whole vegetable world was remarking on these visitors who had invaded their home.

And then above the music of the woods we’d hear the drone of flying, while we dropped off to sleep. Some of the giant insects were hovering near, as usual, to keep an eye on these creatures from another world.

I think that of all experiences with the plant life of the Moon that with the Vanity Lilies was perhaps the most peculiar and the most thrilling. In about two days the Doctor had made extraordinary strides in his study of this language. That, he explained to me, was due more to the unusual intelligence of this species and its willingness to help than to his own efforts. But of course if he had not already done considerable work with the trees and bushes it is doubtful if the lilies could have got in touch with him as quickly as they did.

By the end of the third day Chee-Chee, Polynesia and I were all astonished to find that John Dolittle was actually able to carry on conversation with these flowers. And this with the aid of very little apparatus. He had now discovered that the Vanity Lilies spoke among themselves largely by the movement of their blossoms. They used different means of communication with species of plants and trees other than their own—and also (we heard later) in talking with birds and insects; but among themselves the swaying of the flowerheads was the common method of speech.

The lilies, when seen in great banks, presented a very gorgeous and wonderful appearance. The flowers would be, I should judge, about eighteen inches across, trumpet-shaped and brilliantly colored. The background was a soft cream tone and on this great blotches of violet and orange were grouped around a jet-black tongue in the center. The leaves were a deep olive green.

But it was that extraordinary look of alive intelligence that was the most uncanny thing about them. No one, no matter how little he knew of natural history in general or of the Moon’s Vegetable Kingdom, could see those wonderful flowers without immediately being arrested by this peculiar character. You felt at once that you

were in the presence of people rather than plants; and to talk with them, or to try to, seemed the most natural thing in the world.

“The flowers would be about eighteen inches across”

I filled up two of those numerous note books of the Doctor’s on his conversations with the Vanity Lilies. Often he came back to these flowers later, when he wanted further information about the Moon’s Vegetable Kingdom. For as he explained to us, it was in this species that Plant Life—so far at all events as it was known on either the Moon or the Earth—had reached its highest point of development.

THE THIRTEENTH CHAPTER

The Flower of Many Scents

A

peculiar thing that baffled us completely, when we first came into the marshy regions of the Vanity Lily’s home, was the variety of scents which assailed our noses. For a mile or so around the locality there was no other flower visible; the whole of the marsh seemed to have been taken up by the lilies and nothing else intruded on their domain. Yet at least half a dozen perfumes were distinct and clear. At first we thought that perhaps the wind might be bringing us scents from other plants either in the jungle or the flowering heath lands. But the direction of the breeze was such that it could only come over the sandy desert areas and was not likely to bring perfumes as strong as this.

It was the Doctor who first hit upon the idea that possibly the lily could give off more than one scent at will. He set to work to find out right away. And it took no more than a couple of minutes to convince him that it could. He said he was sorry he had not got Jip with him. Jip’s expert sense of smell would have been very useful here. But for ordinary purposes it required nothing more delicate than an average human’s nose to tell that this flower, when John Dolittle had communicated the idea to it, was clearly able to give out at least half a dozen different smells as it wished.

The majority of these perfumes were extremely agreeable. But there were one or two that nearly knocked you down. It was only after the Doctor had asked the lilies about this gift of theirs that they sent forth obnoxious ones in demonstrating all the scents that they could give out. Chee-Chee just fainted away at the first sample. It was like some deadly gas. It got into your eyes and made them run. The Doctor and I only escaped suffocation by flight—carrying the body of the unconscious monkey along with us.

“Chee-Chee just fainted away at the first sample”

The Vanity Lilies, seeing what distress they had caused, immediately threw out the most soothing lovely scent I have ever smelled. Clearly they were anxious to please us and cultivate our acquaintance. Indeed it turned out later from their conversation with the Doctor (which I took down word for word) that in spite of being a stationary part of the Moon’s landscape, they had heard of John Dolittle, the great naturalist, and had been watching for his arrival many days. They were in fact the first creatures in our experience of the Moon that made us feel we were among friends.

I think I could not do better, in trying to give you an idea of the Doctor’s communication with the Vegetable Kingdom of the Moon, than to set down from my diary, word for word, some parts of the conversation between him and the Vanity Lilies as he translated them to me for dictation at the time. Even so, there are many I am sure who will doubt the truth of the whole idea: that a man could talk with the flowers. But with them I am not so concerned. Any one who had followed John Dolittle through the various stages of animal, fish, and insect languages would not, I feel certain, find it very strange, when the great man did at last come in touch with plant life of unusual intelligence, that he should be able to converse with it.

On looking over my diary of those eventful days the scene of that occasion comes up visibly before my eyes. It was about an hour before dusk—that is the slight dimming of the pale daylight which proceeded a half darkness, the nearest thing to real night we ever saw on the Moon. The Doctor, as we left the camp, called back over his shoulder to me to bring an extra note book along as he expected to make a good deal of progress to-night. I armed myself therefore with three extra books and followed him out.

Halting about twenty paces in front of the lily beds (we had camped back several hundred yards from them after they had nearly suffocated Chee-Chee) the Doctor squatted on the ground and began swaying his head from side to side. Immediately the lilies began moving their heads in answer, swinging, nodding, waving, and dipping. “ ‘Are you ready, Stubbins?’ ”

“Are you ready, Stubbins?” asked John Dolittle.

“Yes, Doctor,” said I, making sure my pencil point would last awhile.

“Good,” said he.—“Put it down”:

The Doctor—“Do you like this stationary life—I mean, living in the same place all the time, unable to move?”

The Lilies—(Several of them seemed to answer in chorus) —“Why, yes—of course. Being stationary doesn’t bother us. We hear about all that is going on.”

The Doctor—“From whom, what, do you hear it?”

The Lilies—“Well, the other plants, the bees, the birds, bring us news of what is happening.”

The Doctor—“Oh, do you communicate with the bees and the birds?”

The Lilies—“Why, certainly, of course!”

The Doctor—“Yet the bees and the birds are races different from your own.”

The Lilies—“Quite true, but the bees come to us for honey. And the birds come to sit among our leaves—especially the warblers— and they sing and talk and tell us of what is happening in the world. What more would you want?”

The Doctor—“Oh, quite so, quite so. I didn’t mean you should be discontented. But don’t you ever want to move, to travel?”

The Lilies—“Good gracious, no! What’s the use of all this running about? After all, there’s no place like home—provided it’s a good one. It’s a pleasant life we lead—and very safe. The folks who rush around are always having accidents, breaking legs and so forth. Those troubles can’t happen to us. We sit still and watch the world go by. We chat sometimes among ourselves and then there is always the gossip of the birds and the bees to entertain us.”

The Doctor—“And you really understand the language of the birds and bees!—You astonish me.”

The Lilies—“Oh, perfectly—and of the beetles and moths too.”

“He struck a light”

It was at about this point in our first recorded conversation that we made the astonishing discovery that the Vanity Lilies could see. The light, as I have told you, was always somewhat dim on the Moon. The Doctor, while he was talking, suddenly decided he would like a smoke. He asked the lilies if they objected to the fumes of tobacco. They said they did not know because they had never had any experience of it. So the Doctor said he would light his pipe and if they did not like it he would stop.

So taking a box of matches from his pocket he struck a light. We had not fully realized before how soft and gentle was the light of the Moon until that match flared up. It is true that in testing our woods for smoke fuel we had made much larger blazes. But then, I suppose we had been more intent on the results of our experiments than on anything else. Now, as we noticed the lilies suddenly draw back their heads and turn aside from the flare, we saw that the extra illumination of a mere match had made a big difference to the ordinary daylight they were accustomed to.

THE FOURTEENTH CHAPTER

Mirrors for Flowers

W the Doctor noticed how the lilies shrank away from the glow of the matches he became greatly interested in this curious unexpected effect that the extra light had had on them.

“Why, Stubbins,” he whispered, “they could not have felt the heat. We were too far away. If it is the glare that made them draw back it must be that they have some organs so sensitive to light that quite possibly they can see! I must find out about this.”

Thereupon he began questioning the lilies again to discover how much they could tell him of their sense of vision. He shot his hand out and asked them if they knew what movement he had made. Every time (though they had no idea of what he was trying to find out) they told him precisely what he had done. Then going close to one large flower he passed his hand all round it; and the blossom turned its head and faced the moving hand all the way round the circle.

There was no doubt in our minds whatever, when we had finished our experiments, that the Vanity Lilies could in their own way see— though where the machinery called eyes was placed in their anatomy we could not as yet discover.

The Doctor spent hours and days trying to solve this problem. But, he told me, he met with very little success. For a while he was forced to the conclusion (since he could not find in the flowers any eyes such as we knew) that what he had taken for a sense of vision was only some other sense, highly developed, which produced the same results as seeing.

“He passed his hand all around it”

“After all, Stubbins,” said he, “just because we ourselves only have five senses, it doesn’t follow that other creatures can’t have more. It has long been supposed that certain birds had a sixth sense. Still, the way those flowers feel light, can tell colors, movement, and form, makes it look very much as though they had found a way of seeing—even if they haven’t got eyes. . . . Humph! Yes, one might quite possibly see with other things besides eyes.”

Going through his baggage that night after our day’s work was done, the Doctor discovered among his papers an illustrated catalogue which had somehow got packed by accident. John Dolittle, always a devoted gardener, had catalogues sent to him from nearly every seed merchant and nurseryman in England.

“Why, Stubbins!” he cried, turning over the pages of gorgeous annuals in high glee—“Here’s a chance: if those lilies can see we can test them with this.—Pictures of flowers in color!”

The next day he interviewed the Vanity Lilies with the catalogue and his work was rewarded with very good results. Taking the brightly colored pictures of petunias, chrysanthemums and hollyhocks, he held them in a good light before the faces of the lilies. Even Chee-Chee and I could see at once that this caused quite a

sensation. The great trumpet-shaped blossoms swayed downwards and forwards on their slender stems to get a closer view of the pages. Then they turned to one another as though in critical conversation.

Later the Doctor interpreted to me the comments they had made and I booked them among the notes. They seemed most curious to know who these flowers were. They spoke of them (or rather of their species) in a peculiarly personal way. This was one of the first occasions when we got some idea or glimpses of lunar Vegetable Society, as the Doctor later came to call it. It almost seemed as though these beautiful creatures were surprised, like human ladies, at the portraits displayed and wanted to know all about these foreign beauties and the lives they led.

“He held them before the lilies”

This interest in personal appearance on the part of the lilies was, as a matter of fact, what originally led the Doctor to call their species the Vanity Lily. In their own strange tongue they questioned him for hours and hours about these outlandish flowers whose pictures he had shown them. They seemed very disappointed when he told them the actual size of most earthly flowers. But they seemed a little pleased that their sisters of the other world could not at least compete with them in that. They were also much mystified when

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