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126    Cha pte r  F o u r

               growth, three are ubiquitous: soil temperature, moisture, and mechan-
               ical impedance (Finch-Savage et al. 2001).
                   Besides emergence, plant development is affected by temperature
               in later growth phases. Thus, although most crop yield simulations
               are based on air temperature for thermal time calculations, it has been
               demonstrated that using temperature at a soil depth of 3 to 5 cm
               instead of air temperature to simulate maize development increases
               simulation accuracy (Vinocur and Ritchie 2001). Similarly, Awal and
               Ikeda (2002) obtained positive correlations between soil temperature
               and rates of development of phenophases different from germination
               (leaf appearance, branching, flowering, pegging, and podding).
                   Respiration and other plant metabolic processes, such as symbi-
               otic nitrogen fixation, photosynthesis, or transpiration, are also
               affected by temperature. Results reported by some authors who ana-
               lyzed variations in air and soil temperature and their effects on plants
               have evidenced that synchronous variation of air and soil tempera-
               ture benefits nitrate metabolism (Gent and Ma 2000).
                   Similarly, soil temperature affects water availability to the plant.
               Water availability is lower in soils at very low temperatures, which
               affects nutrient uptake and, therefore, the spatial distribution of roots
               (Villalobos et al. 2002). Moreover, temperature enhances or inhibits
               soil microbial activity; for instance, nitrification is inhibited at low
               temperatures, whereas organic matter decomposition increases.
               Other important processes, such as the biodegradation of pesticides
               or other chemical and organic compounds, are dependent on soil
               temperature (Porta et al. 1999).

               4.1.2  Factors Affecting Soil Temperature
               Factors affecting soil temperature can be classified into environmen-
               tal factors and factors inherent to the soil. Environmental factors
               comprise solar radiation, condensation, evaporation, rainfall, and
               vegetation, while factors inherent to the soil comprise specific heat and
               thermal conductivity, biological activity, soil texture, soil structure,
               radiation from the soil into the atmosphere, and soil moisture (Jackson
               and Taylor 1965). Another classification divides the factors affecting
               soil temperature into factors that contribute to heat availability and
               factors that contribute to dissipation of heat (Hanks 1992).
                   Solar radiation transmits a certain amount of heat to the soil. The
               amount of heat transmitted is dependent on atmospheric conditions,
               season, time of day, and latitude. When solar radiation strikes the
               soil, the soil is heated, reflecting a fraction of solar radiation and
               transmitting another fraction toward deeper layers. The proportion
               of these three fractions depends on the following factors:
                  1.  Albedo: The fraction of incoming radiation that is reflected at
                      the crop or soil surface. The albedo depends on the nature of
                      the surface, the angle of the sun, and the latitude.
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