<?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">AJPS</journal-id><journal-title-group><journal-title>American Journal of Plant Sciences</journal-title></journal-title-group><issn pub-type="epub">2158-2742</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ajps.2022.131002</article-id><article-id pub-id-type="publisher-id">AJPS-114562</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Morphological Characterization and Phenological Modeling of &lt;i&gt;Jatropha platyphylla&lt;/i&gt; (Euphorbiaceae) Muell. Arg. Genotypes
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Edith</surname><given-names>Salazar-Villa</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Martha</surname><given-names>Lidia Gutiérrez-Pérez</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>Federico</surname><given-names>Soto-Landeros</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>Karla</surname><given-names>Marina Báez-Parra</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>María</surname><given-names>de la Paz Sosa-Segura</given-names></name><xref ref-type="aff" rid="aff5"><sup>5</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Miguel</surname><given-names>Angel Angulo-Escalante</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff5"><addr-line>Colegio de Bachilleres del Estado de Sinaloa, Culiacán, México</addr-line></aff><aff id="aff2"><addr-line>Facultad de Agronomía, Universidad Autónoma de Sinaloa, Culiacán, México</addr-line></aff><aff id="aff4"><addr-line>Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Sinaloa, Culiacán, México</addr-line></aff><aff id="aff3"><addr-line>Instituto Tecnológico Superior de Guasave, Guasave, México</addr-line></aff><aff id="aff1"><addr-line>Centro de Investigación en Alimentación y Desarrollo AC, Culiacán, México</addr-line></aff><pub-date pub-type="epub"><day>12</day><month>01</month><year>2022</year></pub-date><volume>13</volume><issue>01</issue><fpage>23</fpage><lpage>35</lpage><history><date date-type="received"><day>2,</day>	<month>October</month>	<year>2021</year></date><date date-type="rev-recd"><day>10,</day>	<month>January</month>	<year>2022</year>	</date><date date-type="accepted"><day>13,</day>	<month>January</month>	<year>2022</year></date></history><permissions><copyright-statement>&#169; 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><p>
 
 
  Morphological characterization and phenological modeling were carried out on genotypes of 
  Jatropha platyphylla collected from the states of Sinaloa and Durango, Mexico. The morphological characterization evidenced the existence of monoecious plants, finding individuals with male and female flowers in the same inflorescence. Fruit with four seeds was also found. The phenological study was divided into two phases and calculated in thermal requirement (
  ?D): Vegetative [seedtime (0), germination (24), emergence (98), cotyledons (87), second (302) and fourth (524) true leaves, end of vegetative growth (302)] and reproductive [flowering (303), fructification (342), maturation (126), defoliation and senescence (450)]. The thermal constant (2558) was similar in all eight genotypes. The phenological stages and the accumulated degree days were adjusted with a third-degree polynomial (Stage = ?0.0041x<sup>3</sup> + 0.7446x<sup>2</sup> ? 8.6808x + 6.2448) (R<sup>2</sup> = 0.99%) stage. The development of phenological models facilitates the prediction of the flowering date for the selection of varieties with high oil and protein content. 
 
</p></abstract><kwd-group><kwd>Degree-Days</kwd><kwd> Monoecious</kwd><kwd> Phenological Modeling</kwd><kwd> Plant Breeding</kwd><kwd> Varietal Selection</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The genus Jatropha comprises approximately 170 to 175 known species, of which 45 are found in Mexico [<xref ref-type="bibr" rid="scirp.114562-ref1">1</xref>] with 77.7% of endemism for ecosystems of low deciduous forest and xerophilous scrublands [<xref ref-type="bibr" rid="scirp.114562-ref2">2</xref>]. Jatrophaplatyphylla, a wild plant of the northwestern region of Mexico, is little known and with restricted geographical distribution to the deciduous lowland forest near the Pacific coast between Sinaloa and Michoac&#225;n [<xref ref-type="bibr" rid="scirp.114562-ref3">3</xref>]. It is a tree or shrub from 2 to 5 m tall with an almost smooth stem; broad leaves, almost orbicular, 25 to 35 cm [<xref ref-type="bibr" rid="scirp.114562-ref4">4</xref>] with broadly rounded lobes [<xref ref-type="bibr" rid="scirp.114562-ref5">5</xref>]. The fruit has three seeds of 12 mm long [<xref ref-type="bibr" rid="scirp.114562-ref6">6</xref>]. The flowers are white to pink; the plants bloom in May, June and July [<xref ref-type="bibr" rid="scirp.114562-ref7">7</xref>]. The plant is known as Bonete because of the shape of the fruit [<xref ref-type="bibr" rid="scirp.114562-ref5">5</xref>], as well as Sangregado for staining the garments that rub against its branches in blood color [<xref ref-type="bibr" rid="scirp.114562-ref8">8</xref>].</p><p>The fruit of J. platyphylla is used by the inhabitants of Tacuichamona Communities, Culiac&#225;n, Sinaloa, Mexico in traditional food preparation [<xref ref-type="bibr" rid="scirp.114562-ref9">9</xref>]. The fruit is consumed by animals, such as deer (Odocoileusvirginianus) and wild boar (Susscrota). The seed is food for birds, such as chachalaca (Ortalisvetula) and magpie (Cyanocoraxmystacalis), among others [<xref ref-type="bibr" rid="scirp.114562-ref10">10</xref>]. The seed kernel has high oil content (60%); the oil extraction residue cake contains 75% crude protein [<xref ref-type="bibr" rid="scirp.114562-ref9">9</xref>]. Sosa-Segura et al. [<xref ref-type="bibr" rid="scirp.114562-ref11">11</xref>] performed a physical and chemical characterization of three non-toxic oilseeds from the Jatropha genus; J. cinerea and J. curcas oils have fatty acid profile similar to those of sesame and canola oils, whereas that of J. platyphylla resembles those of soybean oil. Ambriz-P&#233;rez et al. [<xref ref-type="bibr" rid="scirp.114562-ref12">12</xref>] studied extracts from J. platyphylla pulp, kernel, and leaves to know their effect on some pro-inflammatory mediators. Altogether, these results suggest that extracts have potential in treating inflammatory diseases, and their activity is mediated by flavonoids and lipophilic compounds. Soto-Landeros et al. [<xref ref-type="bibr" rid="scirp.114562-ref13">13</xref>] compared pollen morphology of four Jatropha species (J. curcas, J. cinerea, J. platyphylla, and J. vernicosa). The pollen grains among J. cinerea, J. platyphylla, and J. vernicosa showed great similarity in shape and size. The most distinctive differences were found in toxic and non-toxic J. curcas.</p><p>In Mexico and worldwide, the number of studies on Jatropha has increased because of the use of its seed oil to produce biodiesel. However, knowledge of taxonomy, distribution, and ethnobotany of these and related species is incomplete [<xref ref-type="bibr" rid="scirp.114562-ref14">14</xref>]. J. platyphylla is in domestication period and has not been fully characterized. Morphological studies of seeds represent important tools for the development of efficient agricultural practices [<xref ref-type="bibr" rid="scirp.114562-ref15">15</xref>] and knowledge of the phenology of a species, whether to develop as a new crop or cultivation already established, they have practical applications in planning and coordinating work to be carried out in the crop; thus resource optimization and an increase in productivity may be achieved [<xref ref-type="bibr" rid="scirp.114562-ref16">16</xref>]. Due to the potential of J. platyphylla and with the purpose of contributing to the development of a new crop, the objectives of this research aimed at studying the phenology of the plant, morphology of the root, stem, leaves, flowers, and fruit, a phenological development model based on ambient temperature is proposed.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Plant Material and Germination</title><p>This research was conducted in April 2017 and involved eight wild populations of J. platyphylla growing under the tropical conditions of the states of Sinaloa and Durango in Northwestern Mexico (<xref ref-type="table" rid="table1">Table 1</xref>). Ripe fruit was collected to obtain the seeds; 100 seeds of each accession were washed with Axion<sup>&#174;</sup> detergent (Colgate-Palmolive, NY, U.S.A.) for 10 min and subsequently treated with 30% commercial sodium hypochlorite (Cloralex<sup>&#174;</sup>, Nuevo Le&#243;n, MX) for 15 min and rinsed five times with distilled water; then, a pre-germination treatment was performed in distilled water at 60˚C for one hour, and the part of the micropile was scarified. The treated seeds were placed on moistened paper for germination and incubated in a growth chamber at 25˚C &#177; 2˚C in dark conditions. Once germination occurred, they were seeded in 250-mL polypropylene cups, drilled on the base and with Sogemix<sup>&#174;</sup> substrate (Quebec, CAN). Once the plants developed, they were placed in the greenhouse under controlled light and room temperature of 28˚C &#177; 7˚C conditions; the seedling percentage obtained was assessed. In the pre-field stage developed in the greenhouse, complete plants were extracted from the pot; germination, emergence, appearance of true leaves and stem elongation were recorded. The plants were transplanted in open field at a distance of 2 m between plants and 3 m between rows; 60 g of triple 17 fertilizers and 1 kg of compost were applied to each plant as base fertilizer. Plants with homogeneous characteristics were selected, and stem length, number of leaves, and morphological evaluations of the different organs were recorded. For determination of stomatal index: Slides as prepared for stomatal index by using the formula,</p><p>Stomatal index (%) = (S/S + E) &#215; 100 (1)</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Information on the sites where Jatrophaplatyphylla genotypes were collected and the average annual record of weather data</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >ID</th><th align="center" valign="middle" >Collection area</th><th align="center" valign="middle" >Latitude (˚N)</th><th align="center" valign="middle" >Longitude (˚W)</th><th align="center" valign="middle" >Tmax (˚C)</th><th align="center" valign="middle" >Tmin (˚C)</th><th align="center" valign="middle" >Relative Humidity (%)</th><th align="center" valign="middle" >Precipitation (mm)</th></tr></thead><tr><td align="center" valign="middle" >CP</td><td align="center" valign="middle" >Cofradia, Sinaloa</td><td align="center" valign="middle" >24˚51'44&quot;</td><td align="center" valign="middle" >107˚11'00&quot;</td><td align="center" valign="middle" >33.4</td><td align="center" valign="middle" >16.0</td><td align="center" valign="middle" >78.8</td><td align="center" valign="middle" >881</td></tr><tr><td align="center" valign="middle" >DM</td><td align="center" valign="middle" >Dimas, Sinaloa</td><td align="center" valign="middle" >23˚45'01&quot;</td><td align="center" valign="middle" >106˚46'35&quot;</td><td align="center" valign="middle" >29.5</td><td align="center" valign="middle" >17.1</td><td align="center" valign="middle" >79.1</td><td align="center" valign="middle" >481</td></tr><tr><td align="center" valign="middle" >LC</td><td align="center" valign="middle" >Chilla, Sinaloa</td><td align="center" valign="middle" >24˚23'27&quot;</td><td align="center" valign="middle" >107˚06'17&quot;</td><td align="center" valign="middle" >31.2</td><td align="center" valign="middle" >18.2</td><td align="center" valign="middle" >74.5</td><td align="center" valign="middle" >790</td></tr><tr><td align="center" valign="middle" >LH</td><td align="center" valign="middle" >Higuerita, Sinaloa</td><td align="center" valign="middle" >24˚45'37&quot;</td><td align="center" valign="middle" >107˚08'39&quot;</td><td align="center" valign="middle" >35.2</td><td align="center" valign="middle" >22.0</td><td align="center" valign="middle" >80.1</td><td align="center" valign="middle" >881</td></tr><tr><td align="center" valign="middle" >PP</td><td align="center" valign="middle" >Mocorito, Sinaloa</td><td align="center" valign="middle" >25˚04'05&quot;</td><td align="center" valign="middle" >107˚43'15&quot;</td><td align="center" valign="middle" >33.6</td><td align="center" valign="middle" >16.7</td><td align="center" valign="middle" >65.0</td><td align="center" valign="middle" >684</td></tr><tr><td align="center" valign="middle" >PR</td><td align="center" valign="middle" >Rosario, Sinaloa</td><td align="center" valign="middle" >23˚11'18&quot;</td><td align="center" valign="middle" >106˚09'09&quot;</td><td align="center" valign="middle" >35.5</td><td align="center" valign="middle" >19.1</td><td align="center" valign="middle" >85.9</td><td align="center" valign="middle" >828</td></tr><tr><td align="center" valign="middle" >QP</td><td align="center" valign="middle" >Quelite, Sinaloa</td><td align="center" valign="middle" >23˚31'51&quot;</td><td align="center" valign="middle" >106˚30'10&quot;</td><td align="center" valign="middle" >32.2</td><td align="center" valign="middle" >18.4</td><td align="center" valign="middle" >81.3</td><td align="center" valign="middle" >640</td></tr><tr><td align="center" valign="middle" >TP</td><td align="center" valign="middle" >Tamazula, Durango</td><td align="center" valign="middle" >24˚59'12&quot;</td><td align="center" valign="middle" >106˚59'17&quot;</td><td align="center" valign="middle" >32.2</td><td align="center" valign="middle" >16.7</td><td align="center" valign="middle" >86.0</td><td align="center" valign="middle" >1031</td></tr></tbody></table></table-wrap><p>where, S and E are the number of stomata and epidermal cells respectively in microscopic view field. Like stomatal density, stomatal index (%) can be calculated for both the surfaces of leaves [<xref ref-type="bibr" rid="scirp.114562-ref17">17</xref>]. Three-month plants were used and planted in an experimental plot located in the community La Campana, Culiac&#225;n, Sinaloa (24˚59'28&quot;N and 107˚34'25&quot;W) at 97 m a.s.l.</p></sec><sec id="s2_2"><title>2.2. Collected Meteorological, Morphological, and Phenological Data</title><p>Daily weather variables were recorded in an automated station (Adcon Telemetry<sup>&#174;</sup>, Vienna, AT) located in the study area. The calculation of degree-days (˚D) was performed using Equation (2).</p><p>˚D = (Maximum temperature + Minimum temperature)/2 − 18.6 (2)</p><p>where 18.6˚C was the base temperature [<xref ref-type="bibr" rid="scirp.114562-ref2">2</xref>]. Weekly observations were made for one year, and the different phenophases were identified.</p></sec><sec id="s2_3"><title>2.3. Development of Scale and Phenological Model</title><p>A third-degree polynomial was adjusted in a variable with phenological stages based on cumulative day-degrees. The phenological stages for Jatrophaplatyphylla were defined by a decimal scale, following the methodology proposed by the Federal Biological Research Centre for Agriculture and Forestry [<xref ref-type="bibr" rid="scirp.114562-ref18">18</xref>].</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><sec id="s3_1"><title>3.1. Morphological Description of Jatrophaplatyphylla</title><p>Seed germination began on the third day after sowing and continued upon the fifth day at an average temperature of 21˚C. 80% germination was observed in the 8 genotypes. The shelled seed opened and the radicle showed a constant and vertical growth that constitutes the taproot and four lateral roots with abundant ramifications (<xref ref-type="fig" rid="fig1">Figure 1</xref>(a)).</p><p>The structural characteristics of roots may therefore provide soil resistance to water and wind erosion in some sites [<xref ref-type="bibr" rid="scirp.114562-ref19">19</xref>] [<xref ref-type="bibr" rid="scirp.114562-ref20">20</xref>]. J. platyphylla presented epigeal germination, where cotyledons emerged above the ground, as for most species of this genus [<xref ref-type="bibr" rid="scirp.114562-ref21">21</xref>]. The cotyledons are wrapped by the thick endosperm and reddish-white coloration. The verticality of the hypocotyl and the emergence of the second leaf true made evident the beginning of vegetative development, where you can see the deployment of the leaves cotyledonary, foliage development and fall of cotyledons.</p><p>The stem bark is whitish gray and was observed straight without ramifications during the first year (<xref ref-type="fig" rid="fig1">Figure 1</xref>(b)). The leaves are distributed alternately (spiral) along the stem and have 5 ribs principal. Each leaf is 33 to 42 cm long and 35 to 44 cm wide. The leaf is peltated because the petiole is inserted almost to the center of the leaf, the petiole is 20 to 38 cm long and has a basal diameter of 7 to 8 mm (<xref ref-type="fig" rid="fig1">Figure 1</xref>(c)). Dehgan [<xref ref-type="bibr" rid="scirp.114562-ref4">4</xref>], describes the leaves of J. platyphylla as thickened,</p><p>25 to 35 cm, peltated, it should be noted that the description does not mention the size of the petioles, it only describes them as long petioles.</p><p>The morphological and anatomical variation of the leaves of the genus Jatropha facilitate taxonomic classification. The leaf of the species of the genus varies even those with 35 to 40 cm long [<xref ref-type="bibr" rid="scirp.114562-ref22">22</xref>]. The leaf blades are armored with 5 lobes. They presented stomata only in abaxial epidermis (hypostomatic) and stomata are of paracytic type. (<xref ref-type="fig" rid="fig2">Figure 2</xref>), unlike Jatrophacurcas that presents stomata on both surfaces [<xref ref-type="bibr" rid="scirp.114562-ref23">23</xref>]. The stomatic index was found in a range from 23.08 to 35.14 in contrast J. curcas attain average of 7.076 in adaxial and 30.959 in abaxial surface [<xref ref-type="bibr" rid="scirp.114562-ref24">24</xref>]. Stomata are a promising trait as they reveal information on habitat preferences and there with ecological characteristics of species such as light conditions, as water use [<xref ref-type="bibr" rid="scirp.114562-ref25">25</xref>].</p><p>The pistillate and staminate flowers of J. platyphylla are white, The pedicel of the pistillate flower ranged in a range of 10.43 to 16.69 mm long (<xref ref-type="fig" rid="fig1">Figure 1</xref>(d)) and 4.28 to 5.49 mm for the staminate flower (<xref ref-type="fig" rid="fig1">Figure 1</xref>(e)), both presented 5 petals 5.14 mm wide on average and 8.29 mm long; sepals 12 to 15 mm long by 5 - 6 mm wide. Dehgan and Schutzman [<xref ref-type="bibr" rid="scirp.114562-ref26">26</xref>] describe the sex of the J. platyphylla plant as dioecious, however; monoecious individuals were identified that presented male and female flowers in the same inflorescence only in PP (Mocorito, Sinaloa) genotypes (<xref ref-type="fig" rid="fig1">Figure 1</xref>(f)).</p><p>Fruits are trilocular and tricarpelar drupe fleshy capsules that are initially green in colour, but turn yellow and then yellowish-brown and dehiscent as it matures (<xref ref-type="fig" rid="fig1">Figure 1</xref>(g)). In the genotypes, TP (Tamazula, Durango) and LH (La Higuerita, Sinaloa), the development of fruits with four carpels and four seeds was observed (<xref ref-type="fig" rid="fig1">Figure 1</xref>(h)). Its dimensions are 4.5 cm wide and 4.5 cm high, with a weight of 31 to 45 grams. The weight of the mature fruit of J. platyphylla corresponds to 15% of seeds and 75% of mesocarp and epicarp. Each fruit presented a seed in each locule, round brown in shape, with thick endocarp, weighing 1.01 to 2.06 grams, with an average weight of 1.79 &#177; 0.22, diameter of 13.03 to 16.02 mm (14.63 &#177; 0.60). These results agree with Makkar et al. [<xref ref-type="bibr" rid="scirp.114562-ref9">9</xref>], who describe the almost circular seed with a diameter of 15.54 &#177; 1.01 mm. The average weight of 1.80 &#177; 0.15 for the whole seed, 0.92 &#177; 0.01 for the shell and 0.85 &#177; 0.13 for the kernel. Shells represent more than 50% of the total weight of the seed. On the other hand, Standley [<xref ref-type="bibr" rid="scirp.114562-ref6">6</xref>] reports 12 mm seeds (<xref ref-type="fig" rid="fig1">Figure 1</xref>(i)). The difference in diameter may be due to the climatic and edaphological conditions in which the plants were, or to the genotypes under study [<xref ref-type="bibr" rid="scirp.114562-ref27">27</xref>] [<xref ref-type="bibr" rid="scirp.114562-ref28">28</xref>].</p></sec><sec id="s3_2"><title>3.2. Phenology of Jatrophaplatyphylla</title><p>The development of Jatrophaplatyphylla was observed in two stages: Vegetative; which included 7 phenological events (sowing, germination, emergency, cotyledonary stage, 2nd leaf, 4th leaf and term of vegetative growth), and Reproductive (flowering, fruiting, physiological maturity, defoliation and senescence) (<xref ref-type="fig" rid="fig3">Figure 3</xref>). <xref ref-type="table" rid="table2">Table 2</xref> shows the relationship between the physiological time (˚D) and the chronological time obtained, and the phenological responses recorded during</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Thermal requirement [accumulated degree-days (˚D)] and chronological time for the phenological stage of Jatrophaplatyphylla</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >BBCH Scale</th><th align="center" valign="middle"  rowspan="2"  >Phenological stage</th><th align="center" valign="middle"  colspan="2"  >Degree days (˚D)</th><th align="center" valign="middle"  colspan="2"  >Average date</th></tr></thead><tr><td align="center" valign="middle" >Per stage</td><td align="center" valign="middle" >Accumulated</td><td align="center" valign="middle" >Per stage</td><td align="center" valign="middle" >Accumulated</td></tr><tr><td align="center" valign="middle" >00</td><td align="center" valign="middle" >Sowing</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td></tr><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >Germination</td><td align="center" valign="middle" >24</td><td align="center" valign="middle" >24</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >3</td></tr><tr><td align="center" valign="middle" >20</td><td align="center" valign="middle" >Seedling emergence</td><td align="center" valign="middle" >98</td><td align="center" valign="middle" >122</td><td align="center" valign="middle" >14</td><td align="center" valign="middle" >17</td></tr><tr><td align="center" valign="middle" >30</td><td align="center" valign="middle" >Cotyledon stage</td><td align="center" valign="middle" >87</td><td align="center" valign="middle" >209</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >25</td></tr><tr><td align="center" valign="middle" >40</td><td align="center" valign="middle" >2nd true leaf</td><td align="center" valign="middle" >302</td><td align="center" valign="middle" >511</td><td align="center" valign="middle" >27</td><td align="center" valign="middle" >52</td></tr><tr><td align="center" valign="middle" >50</td><td align="center" valign="middle" >4th true leaf</td><td align="center" valign="middle" >524</td><td align="center" valign="middle" >1035</td><td align="center" valign="middle" >42</td><td align="center" valign="middle" >94</td></tr><tr><td align="center" valign="middle" >60</td><td align="center" valign="middle" >Vegetative cycle</td><td align="center" valign="middle" >302</td><td align="center" valign="middle" >1337</td><td align="center" valign="middle" >25</td><td align="center" valign="middle" >119</td></tr><tr><td align="center" valign="middle" >70</td><td align="center" valign="middle" >Flowering</td><td align="center" valign="middle" >303</td><td align="center" valign="middle" >1640</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >149</td></tr><tr><td align="center" valign="middle" >80</td><td align="center" valign="middle" >Fruiting</td><td align="center" valign="middle" >342</td><td align="center" valign="middle" >1982</td><td align="center" valign="middle" >41</td><td align="center" valign="middle" >190</td></tr><tr><td align="center" valign="middle" >90</td><td align="center" valign="middle" >Maturing</td><td align="center" valign="middle" >126</td><td align="center" valign="middle" >2108</td><td align="center" valign="middle" >63</td><td align="center" valign="middle" >253</td></tr><tr><td align="center" valign="middle" >100</td><td align="center" valign="middle" >Senescence</td><td align="center" valign="middle" >450</td><td align="center" valign="middle" >2558</td><td align="center" valign="middle" >70</td><td align="center" valign="middle" >323</td></tr></tbody></table></table-wrap><p>the study season. The development of the plant was evident after certain phenomena, such as the appearance of the air system, manifested by the emergence of the curved hypocotyl that occurred between the fifth and fourteenth day after planting with a requirement of 98˚D. The plant was required to accumulate a total of 2558 (˚D) and 323 calendar days, to complete its biological cycle; where, 1337˚D were for the vegetative cycle and 115 calendar days, while 1221˚D and 208 calendar days were required for the reproductive cycle. It was determined that a cumulative thermal requirement of 1035˚D is necessary for the appearance of the first four true leaves. Likewise, 303˚D were required for flowering. The thermal requirements for the formation of the first fruit cluster were 1982˚D accumulated. Moraes et al. [<xref ref-type="bibr" rid="scirp.114562-ref29">29</xref>] evaluated Jatrophacurcas irrigated and non irrigated systems, they found for fruit development was required 3271˚D and 2245˚D, respectively. In more favorable environmental conditions, the plants require more degree days for flowering, whereas a higher percentage of energy is expended on growth and dry matter accumulation. Potentially, there is a physiological binomial growth development, which is sometimes balanced. However, increased investment in one event deters the progress of another and vice versa. The same data distribution is not recognized for the counting of days, because this variable is less appropriate for the estimation of plant development [<xref ref-type="bibr" rid="scirp.114562-ref30">30</xref>].</p><p>The growth of the plant expressed in height showed to be continuous. J. platyphylla grew rapidly, in 3 months it acquired a height of 30 cm on average, similar to that reported for 12, wherein 3 months it can reach between 30 and 40 cm high [<xref ref-type="bibr" rid="scirp.114562-ref31">31</xref>]. The plants reached an average height of 74 cm until the beginning of fruiting, where a stalk in the growth of the stem was observed, which remained constant until reaching a maximum growth of 80 cm during the cycle April 2017 to March 2018. Jatropha plants take 5 to 7 weeks to reach the appropriate transplant height in the field [<xref ref-type="bibr" rid="scirp.114562-ref31">31</xref>]. The phenology of fruit species such as J. platyphylla depends largely on the environmental conditions of a particular year, which is why some interannual variability can be expected in the occurrence of phenological events [<xref ref-type="bibr" rid="scirp.114562-ref32">32</xref>]. Reproductive development started after 4 months of sowing, in the month of September during the rainy season. However, in tropical and humid regions it occurs almost all year [<xref ref-type="bibr" rid="scirp.114562-ref31">31</xref>]. The continuous flowering of the place to the production of fruits for 4 months per year, so it must be harvested 3 times during this period [<xref ref-type="bibr" rid="scirp.114562-ref33">33</xref>]. In November, the leaf fall began and in January, completely bare plants were observed, the plant being in a state of winter rest or dormancy.</p><p>The data analysis indicates that the highest development rate occurred at an average temperature of 29˚C, where the growth increase was 18 cm. Optimal climate conditions reported for J. platyphylla include temperatures of 29˚C - 34.0˚C and annual precipitation of 800 - 1500 mm [<xref ref-type="bibr" rid="scirp.114562-ref22">22</xref>]. In January 2018, the average temperature was 18˚C and low plant growth (0.6 cm) was obtained. This growth habit has been described in J. curcas at range of 18˚C [<xref ref-type="bibr" rid="scirp.114562-ref33">33</xref>] - 18.6˚C [<xref ref-type="bibr" rid="scirp.114562-ref34">34</xref>]. The value of lower basal temperatures for the development of Jatropha was estimated at 7.2˚C in total cycle stage [<xref ref-type="bibr" rid="scirp.114562-ref28">28</xref>]. The results show that J. platyphylla responds better to climates with high average temperatures (greater than 19˚C) than to cold temperatures, where its growth decreases (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p></sec><sec id="s3_3"><title>3.3. Jatrophaplatyphylla Phenology Model</title><p>The estimated model for J. platyphylla in cumulative degree-days (˚DA) was Equation (3).</p><p>Stage = −0.0041x<sup>3</sup> + 0.7446x<sup>2</sup> − 8.6808x + 6.2448 (3)</p><p>High correlation was observed in model (R<sup>2</sup> = 0.9927). Cesaraccio et al. [<xref ref-type="bibr" rid="scirp.114562-ref35">35</xref>] mentioned if a model is accurate, the regression slope should be near unity and the intercept near zero. Using the fitted model it was possible to determine phenological stage record from the date of sowing the maximum and minimum temperatures, and calculate the degrees days accumulated (˚DA) (<xref ref-type="fig" rid="fig5">Figure 5</xref>). The calculated models allow to predict of the phenological stages of the plant, for this it is necessary to record from the date of sowing the maximum and minimum temperatures, and calculate the degrees days accumulated (˚DA). Phenological models are tools aimed at knowing and predicting the development of plants such as flowering and development of seeds [<xref ref-type="bibr" rid="scirp.114562-ref30">30</xref>], and an instrument for observing forest phenology at climate change [<xref ref-type="bibr" rid="scirp.114562-ref36">36</xref>]. The application of these models includes the estimation of the harvest times of some crops; they also allow the implementation of agronomic practices oriented to increase or decrease the development of the crop, with the management of the temperature through ventilation in a production greenhouse of plants. In the same way, it can allow the planning of other management practices with great influence on growth such as fertilization, planting time, irrigation, pest management and diseases [<xref ref-type="bibr" rid="scirp.114562-ref37">37</xref>]. Crop and pest models can be used concurrently to forecast watering points for the crop based on the state of phenological development and thermal requirement [<xref ref-type="bibr" rid="scirp.114562-ref38">38</xref>] [<xref ref-type="bibr" rid="scirp.114562-ref39">39</xref>]. Degree-day calculations are essentially statistical features needed for calculation. In the context of nonlinear development summation, their precise values are less critical, and they are used mostly as convenient cut points for calculation. The actual existence of such thresholds is questionable, because they are very difficult to measure owing to excessive mortality when organisms are kept at those temperatures for long periods [<xref ref-type="bibr" rid="scirp.114562-ref40">40</xref>]. The non-linear relationship between phenology and temperature can explain the different responses to warm climates in woody and herbaceous species [<xref ref-type="bibr" rid="scirp.114562-ref41">41</xref>]. Observational studies at the local scale, together with local meteorological observations, can generate suggestions for possible environmental drivers of phenology [<xref ref-type="bibr" rid="scirp.114562-ref42">42</xref>].</p></sec></sec><sec id="s4"><title>4. Conclusion</title><p>Increasing temperatures have a significant effect on crop phenology. The results suggested that the model is a simple and accurate method to approximate the daily temperature curve from maximum and minimum daily temperatures and calculate growing degree-day values. The estimated model for J. platyphylla in cumulative degree-days (˚DA) provided excellent estimates of the number of days between phenological stages. The good predictive capability of the algorithms tested suggested that they were adequate for estimating effects on J. platyphylla phenology. Phenology is also one of the most important phenotypes considered in varietal selection in plant breeding.</p></sec><sec id="s5"><title>Acknowledgements</title><p>The authors thank Veronica Perez, Briceida Perez, Eduardo Sanchez, Werner Rubio and Jorge Manjarrez for technical assistance. Special thanks were to Diana Fischer for English editing and to Lluvia de Abril Alexandra Soriano Melgar for proofreading the article.</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s7"><title>Cite this paper</title><p>Salazar-Villa, E., Guti&#233;rrez-P&#233;rez, M.L., Soto-Landeros, F., B&#225;ez-Parra, K.M., Sosa-Segura, M.P. and Angulo-Escalante, M.A. (2022) Morphological Characterization and Phenological Modeling of Jatrophaplatyphylla (Euphorbiaceae) Muell. Arg. Genotypes. American Journal of Plant Sciences, 13, 23-35. https://doi.org/10.4236/ajps.2022.131002</p></sec></body><back><ref-list><title>References</title><ref id="scirp.114562-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Rodríguez-Acosta, M., Vega-Flores, K. and Gante-Cabrera, V. (2009) Distribución del género Jatropha L. 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