<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    as
   </journal-id>
   <journal-title-group>
    <journal-title>
     Agricultural Sciences
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2156-8553
   </issn>
   <issn publication-format="print">
    2156-8561
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/as.2024.156038
   </article-id>
   <article-id pub-id-type="publisher-id">
    as-134016
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Biomedical 
     </subject>
     <subject>
       Life Sciences, Earth 
     </subject>
     <subject>
       Environmental Sciences
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Perception of the Mechanization of Rice Cultivation and Its Effects on the Soil in the Senegal River Valley
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Cheick Atab
      </surname>
      <given-names>
       Mane
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Siré
      </surname>
      <given-names>
       Diedhiou
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Arfang Ousmane Kémo
      </surname>
      <given-names>
       Goudiaby
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Mohamed
      </surname>
      <given-names>
       Sall
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Guillaume
      </surname>
      <given-names>
       Gillet
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff4"> 
      <sup>4</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aMachinery and Renewable Energy Department, University of Sine Saloum El Hadji Ibrahima NIASS, Kaolack, Senegal
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aAgroforestry Department, Assane Seck University, Ziguinchor, Senegal
    </addr-line> 
   </aff> 
   <aff id="aff3">
    <addr-line>
     aDepartment of Agronomy, Vegetable Production, University of Sine Saloum El Hadji Ibrahima NIASS, Kaolack, Senegal
    </addr-line> 
   </aff> 
   <aff id="aff4">
    <addr-line>
     aNational Training School for Agricultural Education, Toulouse, France
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     20
    </day> 
    <month>
     06
    </month>
    <year>
     2024
    </year>
   </pub-date> 
   <volume>
    15
   </volume> 
   <issue>
    06
   </issue>
   <fpage>
    704
   </fpage>
   <lpage>
    718
   </lpage>
   <history>
    <date date-type="received">
     <day>
      1,
     </day>
     <month>
      April
     </month>
     <year>
      2024
     </year>
    </date>
    <date date-type="published">
     <day>
      22,
     </day>
     <month>
      April
     </month>
     <year>
      2024
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      22,
     </day>
     <month>
      June
     </month>
     <year>
      2024
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    In Senegal, particularly in the Senegal River valley, agricultural mechanization remains limited, mainly due to a lack of agricultural equipment, a lack of expertise in agricultural machinery and an apprehension of the consequences on soil quality. To better understand agricultural mechanization of rice cultivation, this survey study has been carried out in the Senegal river valley. Precisely, this work aimed to characterize farm machinery and its effects on soil and rice cultivation. A questionnaire was administered to 304 out of 1270 farmers, spread over 8 rice-growing areas, 4 of which are located in the Podor department, three in Dagana and one in Saint-Louis. The results showed that 99.3% of farmers used motorized equipment, with 95.7% using tractor and 3.6% a power tiller. Offset tillage, which is a shallow cultivation practice carried out to break up hard soil without turning it over, was most widespread among growers (95.4%). 78.3% of the valley’s farmers felt that the machinery used to carry out tillage operations was inefficient. According to the farmers, the main constraints on the use of agricultural machinery in the valley were: the upkeep and maintenance of equipment (57%), the lack of expertise in mechanization (31%), and issues adapting machinery to local conditions (12%). Those constraints have contributed to a drop in yields in recent years, the spread of weeds on cultivated plots and the gradual degradation of the soil in the area according to 78% of farmers.
   </abstract>
   <kwd-group> 
    <kwd>
     Agricultural Mechanization
    </kwd> 
    <kwd>
      Characterization
    </kwd> 
    <kwd>
      Constraints
    </kwd> 
    <kwd>
      Soil
    </kwd> 
    <kwd>
      Rice
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>In Senegal, agriculture is considered a driving force behind economic development. The agricultural sector employs around 30.6% of the working population. In 2018, this sector was characterized by the good performance of certain crops such as millet, groundnuts and rice, according to the National Agency for Statistics and Demography <xref ref-type="bibr" rid="scirp.134016-1">
     [1]
    </xref>. Agricultural GDP was estimated at CFAF 1217 billion in 2018, up 9.1% on 2017 <xref ref-type="bibr" rid="scirp.134016-1">
     [1]
    </xref>. Nevertheless, Senegalese agriculture’s share of GDP remains low, averaging 8.68% <xref ref-type="bibr" rid="scirp.134016-2">
     [2]
    </xref>. However, despite sustained growth in recent years, the agricultural sector is encountering difficulties linked to, a lack of agricultural equipment, a lack of expertise in agricultural mechanization, progressive soil degradation, climatic variability, poor or non-existent water management in lowland rice-growing areas, persistently high post-harvest losses, galloping population growth, increased food demand, etc. <xref ref-type="bibr" rid="scirp.134016-2">
     [2]
    </xref>. Agricultural mechanization policy with plans and programs aimed at overcoming these constraints has been implemented since 1960 to make agriculture efficient and self-sufficient <xref ref-type="bibr" rid="scirp.134016-3">
     [3]
    </xref>. According to the <xref ref-type="bibr" rid="scirp.134016-4">
     [4]
    </xref>, agricultural mechanization in Africa is still in its early stages called “energy substitution”, which consists of replacing animal energy with the energy of internal combustion engines or electric motors for agricultural machinery. This mechanization ensures that energy-intensive and often arduous tasks such as tilling the soil and milling grain are carried out, requiring sufficiently powerful equipment and tools <xref ref-type="bibr" rid="scirp.134016-4">
     [4]
    </xref>. Mechanization should therefore make it possible to increase the size of sown areas and crop yields <xref ref-type="bibr" rid="scirp.134016-5">
     [5]
    </xref>. However, the development of mechanization, with the emergence of increasingly heavy machinery, could accentuate the degradation of agricultural soils with soil compaction causing erosion, a depletion of organic matter and ultimately a decline in soil fertility <xref ref-type="bibr" rid="scirp.134016-6">
     [6]
    </xref>. After more than a decade of motorization in the Senegal River valley, the problem of power optimization from the tractor-accessories combination remains unresolved. In the Senegal valley, and particularly on rice-growing plots, the problems associated with the use of agricultural equipment is particularly acute as it is part of an agroecological transition perspective <xref ref-type="bibr" rid="scirp.134016-7">
     [7]
    </xref>. However, farm mechanization needs to be well thought out and adapted to agroecological practices if rice production is to be improved sustainably and efficiently. It is therefore essential to study rice-growing mechanization in the valley. The aim of this study was to characterize the machinery used for tillage and its impact on the soil and rice production in the Senegal River valley.</p>
  </sec><sec id="s2">
   <title>2. Materials and Methods</title>
   <sec id="s2_1">
    <title>2.1. Presentation of the Study Area</title>
    <p>The study was conducted in northern Senegal, in the Senegal River valley, specifically in the three departments of the Saint-Louis region: Saint-Louis, Dagana and Podor (<xref ref-type="fig" rid="fig1">
      Figure 1
     </xref>). The area is characterized by irrigated rice cultivation. The valley has great agricultural potential, with rice being grown over two periods: the winter season and the off-season with hydro-agricultural settings. The climate is arid Sahelian, characterized by hot, dry continental trade winds or Harmattan and maritime trade winds to the west <xref ref-type="bibr" rid="scirp.134016-8">
      [8]
     </xref>. The continental zone has high temperatures almost all year round, sometimes exceeding 40˚C in the department of Podor. However, the softening influence of the sea to the west is favorable for market gardening <xref ref-type="bibr" rid="scirp.134016-9">
      [9]
     </xref>. The dry season is marked by the Harmattan, a hot, dry, dust-laden wind <xref ref-type="bibr" rid="scirp.134016-10">
      [10]
     </xref>.</p>
    <fig id="fig1" position="float">
     <label>Figure 1</label>
     <caption>
      <title>Figure 1. Geographical location of the Saint-Louis Region.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId13.jpeg?20240625014619" />
    </fig>
    <p>Rainfall is fairly low, 330 mm∙yr<sup>−</sup><sup>1</sup>, and occurs from mid-July to mid-October with high temperatures and intense evaporation (<xref ref-type="fig" rid="fig2">
      Figure 2
     </xref>) <xref ref-type="bibr" rid="scirp.134016-11">
      [11]
     </xref> <xref ref-type="bibr" rid="scirp.134016-12">
      [12]
     </xref>. The Senegal River valley present 4 main types of soil. The Hollaldé soils (chromic vertisols) represent 36% of irrigable potential; these soils are favorable for rice growing, but are difficult to till due to their high clay content (50% to 75%) and poor drainage. The False-hollaldé soils (eutric fluvisols) represent 31% of irrigable potential; these soils are favorable for rice growing and other crops; they contain 30% to 50% of clay, have no structure with a poor drainage. The fondés soils (Eutric fluvisols) account for 33% of irrigable potential and are suitable for all crops except rice; these silty-clay soils have a clay content of 10% to 30% and a moderate drainage. The Diéri soils (eutric regosols) contain 80% to 90% sandy deposits, these soils can support all crops other than rice <xref ref-type="bibr" rid="scirp.134016-10">
      [10]
     </xref>.</p>
    <fig id="fig2" position="float">
     <label>Figure 2</label>
     <caption>
      <title>Figure 2. Mean annual rainfall between 1961 and 2017, Source: <xref ref-type="bibr" rid="scirp.134016-13">
        [13]
       </xref>.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId14.jpeg?20240625014619" />
    </fig>
    <p>The vegetation of the valley depends essentially on the type of soil, the water available and the topography <xref ref-type="bibr" rid="scirp.134016-14">
      [14]
     </xref>. Several species are found from the south to the north of the Senegal River valley: Sterculia setigera Del, Combretum glutinosum Perr. Ex DC, Sclerocarya birrea A. Rich. Rich, Boscia senegalensis Pers, Acacia Sénégal (L.) Wild, Cenchrus biflorus Roxd, Euphorbia balsamifera Ait, Commiphora africana (A. Rich.) Endl, Acacia nilotica (L.) Wild. Ex Delile, Mimosa pigra (L.), Echinochloa colona (L.) Link and Aeschynomene ssp. (L.) <xref ref-type="bibr" rid="scirp.134016-15">
      [15]
     </xref>.</p>
   </sec>
   <sec id="s2_2">
    <title>2.2. Method</title>
    <p>
     <xref ref-type="bibr" rid="scirp.134016-"></xref>1) Choice of sites</p>
    <p>
     <xref ref-type="bibr" rid="scirp.134016-"></xref>The study area was chosen because of the importance of rice cultivation, the organization of producers into unions or MSEs and their experience over the last two decades in using motorized machinery for tillage operations. Eight rice-growing areas were targeted in this study: 4 in Podor (Mca Dental Ngallenka, Pete, Ndormboss 1 PIV, Cuvette Salde Ouallah), 3 in Dagana (Debi/Tiguet, Amen. de Louge Demisse, Périmètre 3PRD) and 1 in Saint-Louis (Cuvette Lampsar). These areas were selected on the basis of the following criteria: functionality, availability of agricultural equipment, area sown and rice production performance.</p>
    <p>
     <xref ref-type="bibr" rid="scirp.134016-"></xref>2) Sampling frame, sampling and distribution of respondents</p>
    <p>
     <xref ref-type="bibr" rid="scirp.134016-"></xref>The ANSD database on the distribution of the Senegalese population by administrative region and the rice producer monitoring file supplied by the Company for the development and exploitation of the Senegal River delta (SAED) were used to select the producers to be surveyed in each of the 8 rice-growing areas in the 3 communes. The producers targeted own a plot of land developed by the SAED. In total, 1270 rice growers were identified in the 3 communes.</p>
    <p>Simple random sampling was carried out, and the sample obtained was distributed over the 8 rice-growing areas. In each of the 8 rice-growing areas, the sample size, i.e. the number of producers surveyed, was determined on the basis of the total number of rice producers in the area using Fisher’s (2012) formula as described in Equation (1).</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         n 
       </mi> 
       <mi>
         f 
       </mi> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mi>
          n 
        </mi> 
        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             + 
           </mo> 
           <mfrac> 
            <mi>
              n 
            </mi> 
            <mi>
              N 
            </mi> 
           </mfrac> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
       </mfrac> 
      </mrow> 
     </math> (1)</p>
    <p>With n = 1/d2;</p>
    <p>nf = sample size;</p>
    <p>d = degree of error = 5%;</p>
    <p>N = total number of Producers.</p>
    <p>In this study, a margin of error of ε = 5% was used to calculate the sample size.</p>
    <p>Application: n = 1/(0.05)<sup>2</sup> = 400 donc nf = 400/(1 + 400/1270) = 304.19 ≈ 304.</p>
    <p>
     <xref ref-type="bibr" rid="scirp.134016-"></xref>This method produced a sample of 304 producers to be surveyed. The rice-growing perimeters in the study area had the same number of producers, which explains the equal distribution of the individuals surveyed (<xref ref-type="table" rid="table1">
      Table 1
     </xref>).</p>
    <table-wrap id="table1">
     <label>
      <xref ref-type="table" rid="table1">
       Table 1
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.134016-"></xref>Table 1. Breakdown of farmers surveyed by rice-growing area.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="17.12%"><p style="text-align:center">Region</p></td> 
       <td class="custom-bottom-td acenter" width="16.78%"><p style="text-align:center">Delegation</p></td> 
       <td class="custom-bottom-td acenter" width="17.44%"><p style="text-align:center">Department</p></td> 
       <td class="custom-bottom-td acenter" width="35.03%"><p style="text-align:center">Perimeter</p></td> 
       <td class="custom-bottom-td acenter" width="13.63%"><p style="text-align:center">Producers</p></td> 
      </tr> 
      <tr> 
       <td rowspan="8" class="custom-top-td acenter" width="17.12%"><p style="text-align:center">Saint-Louis</p></td> 
       <td rowspan="4" class="custom-top-td acenter" width="16.78%"><p style="text-align:center">Podor</p></td> 
       <td rowspan="4" class="custom-top-td acenter" width="17.44%"><p style="text-align:center">Podor</p></td> 
       <td class="custom-top-td acenter" width="35.03%"><p style="text-align:center">Mca Dental Ngallenka</p></td> 
       <td class="custom-top-td acenter" width="13.63%"><p style="text-align:center">38</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="35.03%"><p style="text-align:center">Pete</p></td> 
       <td class="acenter" width="13.63%"><p style="text-align:center">38</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="35.03%"><p style="text-align:center">Ndormboss 1 PIV</p></td> 
       <td class="acenter" width="13.63%"><p style="text-align:center">38</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="35.03%"><p style="text-align:center">Cuvette Salde Ouallah</p></td> 
       <td class="acenter" width="13.63%"><p style="text-align:center">38</p></td> 
      </tr> 
      <tr> 
       <td rowspan="4" class="acenter" width="16.78%"><p style="text-align:center">Dagana</p></td> 
       <td rowspan="3" class="acenter" width="17.44%"><p style="text-align:center">Dagana</p></td> 
       <td class="acenter" width="35.03%"><p style="text-align:center">Debi/Tiguet</p></td> 
       <td class="acenter" width="13.63%"><p style="text-align:center">38</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="35.03%"><p style="text-align:center">Amen. from Louge Demisse</p></td> 
       <td class="acenter" width="13.63%"><p style="text-align:center">38</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="35.03%"><p style="text-align:center">Périmètre 3PRD</p></td> 
       <td class="acenter" width="13.63%"><p style="text-align:center">38</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="17.44%"><p style="text-align:center">Saint-Louis</p></td> 
       <td class="acenter" width="35.03%"><p style="text-align:center">Cuvette Lampsar</p></td> 
       <td class="acenter" width="13.63%"><p style="text-align:center">38</p></td> 
      </tr> 
     </table>
    </table-wrap>
    <p>3) Socio-economic survey tools</p>
    <p>The surveys were carried out using a questionnaire containing both closed-ended and open-ended questions. The questionnaire covered: 1) the identification of producers; 2) production techniques and areas sown; 3) machinery used; and iv) the effects of mechanization and production techniques on the soil. The questionnaire was administered to 304 farmers in the eight rice-growing areas of the study zone.</p>
   </sec>
  </sec><sec id="s3">
   <title>3. Statistical Analysis of Data</title>
   <p>The data collected was analyzed using SPSS software version 28.0.1.0. The statistical data obtained was then exported to an Excel spreadsheet for graphing.</p>
  </sec><sec id="s4">
   <title>4. Results</title>
   <sec id="s4_1">
    <title>4.1. Types of Mechanization</title>
    <p>The analysis shows that 99.3% of farmers in the valley carry out tillage before sowing (<xref ref-type="fig" rid="fig3(a)">
      Figure 3(a)
     </xref>). Motorized equipment is the type of mechanization most used for tilling soil for 99.3% of farmers (<xref ref-type="fig" rid="fig3(b)">
      Figure 3(b)
     </xref>), 95.7% of whom use tractors compared with 3.6% who use motor cultivators (<xref ref-type="fig" rid="fig3(c)">
      Figure 3(c)
     </xref>).</p>
    <fig id="fig3" position="float">
     <label>Figure 3</label>
     <caption>
      <title>Figure 3. Tillage operations (a), Type of farm mechanization (b) and Type of motorized equipment (c).</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId17.jpeg?20240625014622" />
    </fig>
   </sec>
   <sec id="s4_2">
    <title>4.2. Growers’ Perception of Operations, Equipment and the Importance of Tillage</title>
    <p>Several tillage operations are carried out in the Senegal River valley. 95.4% of rice growers in the valley carry out offset tillage, which is a superficial operation without turning over the soil, using a disc sprayer commonly known as an offset tiller, compared with 3.6% who carry out ploughing, which is a deep operation which turns over the soil, using disc ploughs for 2.6% of respondents and ploughshares for 1% (<xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>). Only 0.3% of growers prepare the seedbed for sowing, which involves levelling with tools such as cultivators and rollers to promote soil-seed contact.</p>
    <p>82% of the growers surveyed carry out offsetting before sowing several times a year, compared with 6% who carry out offsetting once a year (<xref ref-type="fig" rid="fig5">
      Figure 5
     </xref>). As for ploughing, 5% of farmers do so every year, compared with 1% who plough their plots every two years. On the other hand, 6% of growers only prepare the seedbed before planting the crop.</p>
    <fig id="fig4" position="float">
     <label>Figure 4</label>
     <caption>
      <title>Figure 4. Tillage operations and equipment.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId18.jpeg?20240625014624" />
    </fig>
    <fig id="fig5" position="float">
     <label>Figure 5</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.134016-"></xref>Figure 5. Frequency of tillage operations.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId19.jpeg?20240625014624" />
    </fig>
    <p>In the Saint-Louis region, 44% of the farmers surveyed thought that tillage improved the seedbed, compared with 26% who thought that tillage increased rice yields. In addition, 18% thought that tillage improved soil fertility and 9% believed that tillage was an effective way of controlling weeds. Only 3% of respondents thought that tillage was important because it loosens the soil (<xref ref-type="fig" rid="fig6">
      Figure 6
     </xref>).</p>
    <fig id="fig6" position="float">
     <label>Figure 6</label>
     <caption>
      <title>Figure 6. Importance of tillage on rice cultivation.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId20.jpeg?20240625014624" />
    </fig>
   </sec>
   <sec id="s4_3">
    <title>
     <xref ref-type="bibr" rid="scirp.134016-"></xref>4.3. Effect of Farm Machinery Use on the Quality of Tillage</title>
    <p>
     <xref ref-type="bibr" rid="scirp.134016-"></xref>Analysis of <xref ref-type="fig" rid="fig7">
      Figure 7
     </xref> shows that 78.3% of farmers in the valley consider that the machinery used to carry out cultivation operations is not efficient and therefore does not perform well. On the other hand, 21% of those surveyed felt that the machinery performed well. The constraints identified, including the lack of expertise and the problems of adapting and maintaining the machines, could explain the low performance of the machines in the field.</p>
    <fig id="fig7" position="float">
     <label>Figure 7</label>
     <caption>
      <title>Figure 7. Tillage machine performance.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId21.jpeg?20240625014624" />
    </fig>
    <p>
     <xref ref-type="fig" rid="fig8">
      Figure 8
     </xref> shows that 97.3% of the farmers surveyed practice tillage. However, it should be noted that 0.7% of farmers in the study area do not carry out tillage operations. A total of 78.3% of the rice growers surveyed considered that the operations were poorly carried out. Of these, 39% believe that this poor quality of service is linked to the permanent presence of weeds in the plots, competing with the rice and thus contributing significantly to the drop in rice yields (<xref ref-type="fig" rid="fig8">
      Figure 8
     </xref>). 14.3% and 15% believe that poor tillage is due respectively to incomplete turning during ploughing and poor drainage of excess water. In addition, 16.7% of respondents felt that tillage was fairly well done, helping to reduce grass-rice competition for 6.7% of respondents and improve organic matter content by turning over plants and debris at the bottom for 10% of respondents (<xref ref-type="fig" rid="fig8">
      Figure 8
     </xref>). Only 4.3% of respondents felt that tillage was very well executed and would help to reduce grass-rice competition for 1.3% of respondents and improve organic matter content for 2% of respondents, while facilitating drainage of excess water for 1% of respondents (<xref ref-type="fig" rid="fig8">
      Figure 8
     </xref>).</p>
   </sec>
   <sec id="s4_4">
    <title>[-rId22-]4.4. Constraints and Effects Associated with the Use of Farm Machinery</title>
    <p>According to the surveys carried out, mastering of agricultural machinery techniques appears to be a major constraint on the use of agricultural machinery, with 64% of the farmers surveyed not mastering these techniques (<xref ref-type="fig" rid="fig9(a)">
      Figure 9(a)
     </xref>).</p>
    <fig id="fig8" position="float">
     <label>Figure 8</label>
     <caption>
      <title>Figure 8. Adoption of tillage and its effects on rice cultivation.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId23.jpeg?20240625014625" />
    </fig>
    <fig id="fig9" position="float">
     <label>Figure 9</label>
     <caption>
      <title>Figure 9. Mastery of Machine use techniques (a); Constraints linked to the use of agricultural machinery (b).</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId24.jpeg?20240625014625" />
    </fig>
    <p>In addition, there are a number of constraints linked to their use, which have a major impact on the performance of the machines. These include, as shown in <xref ref-type="fig" rid="fig9(b)">
      Figure 9(b)
     </xref>: maintenance and servicing problems, which 57% of rice growers consider to be the main constraint, lack of expertise on the part of growers (31%) and problems adapting the machines to local conditions (12%).</p>
    <p>The constraints listed in <xref ref-type="fig" rid="fig9(b)">
      Figure 9(b)
     </xref>, which have a direct effect on the quality of the work carried out, have contributed in recent years to a fall in yields and the spread of weeds on cultivable plots according to 53% of respondents, and to the gradual degradation of the soil in the area according to 25% of producers (<xref ref-type="fig" rid="fig10">
      Figure 10
     </xref>). On the other hand, 22% of respondents felt that the soil had been gradually restored over the years since the introduction of agricultural machinery in the Senegal River valley.</p>
    <fig id="fig10" position="float">
     <label>Figure 10</label>
     <caption>
      <title>Figure 10. Effects of the use of agricultural machinery.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/3004563-rId25.jpeg?20240625014626" />
    </fig>
   </sec>
  </sec><sec id="s5">
   <title>
    <xref ref-type="bibr" rid="scirp.134016-"></xref>5. Discussion</title>
   <p>
    <xref ref-type="bibr" rid="scirp.134016-"></xref>Tillage operations are carried out with a view to modifying the structural state of the soil to meet crop needs <xref ref-type="bibr" rid="scirp.134016-16">
     [16]
    </xref>. Rice growers in the valley believe that if tillage operations are carried out properly, they will reduce the spread of weeds, improve soil fertility, promote good drainage of excess water in the field and help to increase rice yields. This perception by growers is in line with the work of <xref ref-type="bibr" rid="scirp.134016-17">
     [17]
    </xref>, who reported that soil preparation allowed seeds to be evenly distributed and buried at a suitable depth. This burial of seeds in loosened soil not only protects them from granivorous animals but also, in spring or summer, enables them to be in contact with sufficiently moist and loose soil to encourage germination. According to <xref ref-type="bibr" rid="scirp.134016-18">
     [18]
    </xref> <xref ref-type="bibr" rid="scirp.134016-19">
     [19]
    </xref>, tillage therefore leads to better infiltration of water into the soil, and the water stored at depth can be used by crops. <xref ref-type="bibr" rid="scirp.134016-15">
     [15]
    </xref> showed that tillage improved the permeability of the tilled layer by preserving and increasing soil porosity. It can lead to an increase in water percolation, i.e. the descent of water to depth, as well as an improvement in the lateral circulation of water. For <xref ref-type="bibr" rid="scirp.134016-20">
     [20]
    </xref> <xref ref-type="bibr" rid="scirp.134016-21">
     [21]
    </xref>, tillage has a beneficial effect at the very beginning of the crop cycle. This beneficial effect reaches its peak at the time of cereal bolting.</p>
   <p>Agricultural motorization has become an indispensable tool for making cultivation operations efficient and productive. Agricultural motorization has enabled farmers to obtain a better income <xref ref-type="bibr" rid="scirp.134016-22">
     [22]
    </xref>. In our work, the predominant use of motorized equipment by rice growers attests to the advantages attributed to them: reduced drudgery of work, speed in carrying out tillage operations, increase in area sown and improved income. Our results are in line with those of the <xref ref-type="bibr" rid="scirp.134016-4">
     [4]
    </xref>, which showed that motorization helped to reduce the arduousness of farming activities, increase the area under cultivation and improve the quality of production and processed products. These authors also showed that motorization encouraged industrialization driven by agriculture.</p>
   <p>However, the use of motorized equipment does not only have advantages. In our study, it was noted that the use of motorized equipment led to lower yields, the appearance of weeds and the gradual degradation of the soil. This could be explained not only by the poor quality of the equipment, which accentuates the phenomenon of erosion and salinization of the land, but also by a lack of control over the techniques used to operate the machinery (tractor-implement linkage), as evidenced by an imbalance in the loads on the tractor-implement unit and poor grip and pressure on the pneumatic system. The better the tractor’s grip on the ground via its tyres, the more efficient the transmission of tractive effort from the drive wheels to the ground. Added to this is the repetitive passage of machinery over the soil, which creates soil compaction, depletion of organic matter and erosion. According to <xref ref-type="bibr" rid="scirp.134016-22">
     [22]
    </xref>, heavy machinery has a negative impact on rice production because soil compaction affects the structural quality of the soil; root penetration into the soil is limited, and the circulation of water and air is reduced, leading to a slowdown in biological activity. <xref ref-type="bibr" rid="scirp.134016-23">
     [23]
    </xref> concluded that the development of motorization and the emergence of increasingly heavy machinery were exacerbating the degradation of agricultural soils. For <xref ref-type="bibr" rid="scirp.134016-24">
     [24]
    </xref>, the use of heavy agricultural machinery in intensive farming has led to a widespread problem of soil compaction in many parts of the world. According to <xref ref-type="bibr" rid="scirp.134016-25">
     [25]
    </xref>, these heavy agricultural machines could destroy up to a fifth of the world’s agricultural land. Soil degradation caused by compaction can be estimated at 68 million hectares of arable land <xref ref-type="bibr" rid="scirp.134016-26">
     [26]
    </xref> <xref ref-type="bibr" rid="scirp.134016-27">
     [27]
    </xref>. Soil compaction also disrupts crop growth and development, resulting in a drop in yield of between 10% and 30% <xref ref-type="bibr" rid="scirp.134016-28">
     [28]
    </xref>. As far as weeds are concerned, turning over the soil buries the seeds at variable depths, so that some of them are placed in oxygenation or light conditions that are temporarily or permanently incompatible with their germination <xref ref-type="bibr" rid="scirp.134016-29">
     [29]
    </xref>. As for previously buried seeds, they can rise to the surface and germinate under favorable conditions. The machinery and type of tillage therefore have an impact on the vertical distribution of weeds in the soil profile. If the type of tillage is shallow, the seeds are mainly found on the surface (0 - 5 cm) and weeds proliferate. On the other hand, if ploughing is deep (10 - 15 cm), weed seeds will be found at depth and there will therefore be fewer weeds.</p>
   <p>The lack of expertise in the use of motorized equipment and the problems of upkeep, maintenance and adaptation of equipment identified in the river valley are consistent with the constraints identified by <xref ref-type="bibr" rid="scirp.134016-30">
     [30]
    </xref>. In his work on the management and use of agricultural equipment, <xref ref-type="bibr" rid="scirp.134016-30">
     [30]
    </xref> identified a number of constraints, including a lack of expertise in the field of mechanization, maintenance and servicing problems, the difficulty of obtaining spare parts and a lack of mastery of management tools. <xref ref-type="bibr" rid="scirp.134016-31">
     [31]
    </xref> highlighted the poor use of machinery as the cause not only of frequent breakdowns but also of soil degradation. As for <xref ref-type="bibr" rid="scirp.134016-32">
     [32]
    </xref>, he linked the failure to introduce agricultural machinery in Senegal to a lack of experience and a lack of training for service providers.</p>
  </sec><sec id="s6">
   <title>6. Conclusion</title>
   <p>This study gathered farmers’ perceptions of the major constraints associated with agricultural mechanization in rice production, and also determined its effect on the soil. The results showed that soil preparation work in the Saint-Louis region is largely carried out using tractors with accompanying implements such as offset, disc/Socs ploughs, cultivators, etc. Offset tillage was the most common tillage operation for 95.4% of growers, to the detriment of ploughing (3.6%). 78.3% of rice growers in the Saint-Louis region noted low machine efficiency due to several constraints. These constraints include: problems in adapting machinery to environmental conditions (12% of respondents), problems in maintaining and servicing machinery (57%) and a lack of skills in agro-equipment (31%) to optimize the tractor-tool linkage. All these difficulties have contributed to increasing soil degradation and the frequent appearance of weeds, which compete with rice. As a result, yields have fallen in the area in recent years. In the light of this diagnosis, it would be interesting to test adapted and more environmental friendly machinery as well as train farmers on machinery maintenance and utilization. It would also be important to carry out field trials to determine the effect of farm mechanization on rice production, soil characteristics and the appearance of weeds.</p>
  </sec><sec id="s7">
   <title>Authors’ Contributions</title>
   <p>
    <xref ref-type="bibr" rid="scirp.134016-"></xref>C.A. Mane and S. Diedhiou were the principal investigators. C.A. Mane carried out the fieldwork. C.A Mane, S. Diedhiou and A.O.K. Goudiaby contributed to drafting the protocol, the acquisition, analysis and interpretation of the data, and drafting the manuscript. M. Sall and G. Gillet contributed to the revision of the protocol and the manuscript.</p>
  </sec><sec id="s8">
   <title>Acknowledgements</title>
   <p>Our sincere thanks go to the French Embassy in Senegal, which funded this study through a grant awarded to the Université du Sine Saloum El Hadji Ibrahima NIASS.</p>
  </sec><sec id="s9">
   <title>Abbreviations List</title>
   <p>ANSD: National Agency for Statistics and Demography</p>
   <p>CEMA: Center for Mechanized Services</p>
   <p>FAO: Food and Agriculture Organization</p>
   <p>GRDR: Research and Development Group for Rural Development</p>
   <p>SAED: Company for the Development and Exploitation of the Senegal River Delta</p>
  </sec>
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