9+ Tips: When to Plant Corn in Oklahoma (Guide)


9+ Tips: When to Plant Corn in Oklahoma (Guide)

The optimum timing for sowing maize seeds throughout the state boundaries requires cautious consideration. Agronomic success hinges on aligning planting dates with favorable environmental situations, particularly soil temperature and the absence of late-spring frosts. This willpower is important for reaching sturdy germination and seedling institution.

Adhering to really helpful planting home windows maximizes yield potential and minimizes dangers related to early-season ailments and pest infestations. Historic agricultural knowledge, coupled with modern climate forecasting, informs the number of essentially the most advantageous interval for introducing seed to the soil. Success throughout this era contributes considerably to each particular person farm profitability and total agricultural output.

Subsequently, understanding the interaction between regional local weather variations, soil situations, and the organic wants of the crop is crucial. The next sections will element particular pointers for figuring out the perfect interval, factoring in geographic location throughout the state and anticipated climate patterns.

1. Soil Temperature

Soil temperature capabilities as a major determinant in establishing the suitable time to introduce maize seeds to the bottom inside Oklahoma. The cause-and-effect relationship is direct: sufficiently heat soil initiates and sustains the germination course of. Planting earlier than the soil reaches a constant temperature of not less than 50F (10C) at planting depth (usually 1-2 inches) dangers delayed or uneven emergence, growing vulnerability to soilborne pathogens and lowering plant stand density. Enough soil temperature impacts the speed of water and nutrient uptake by younger seedlings, and their early development price as properly. Uneven soil temperature ends in variable plant sizes and later maturity.

The important decrease temperature threshold stems from the organic necessities of the seed. Enzymatic exercise, important for changing saved meals reserves into usable vitality for germination, is temperature-dependent. Under the brink, this exercise slows considerably or ceases altogether, leading to seed dormancy or decay. In sensible phrases, this implies monitoring soil temperature over a number of days earlier than planting, utilizing a soil thermometer on the meant planting depth. Agricultural extension providers and on-line assets present real-time soil temperature knowledge for varied areas inside Oklahoma. The selection of discipline, the historical past of the soil, tillage practices and residue cowl all impact the soil temperature.

In conclusion, soil temperature isn’t merely an element to contemplate; it’s a limiting constraint. Ignoring this parameter can negate all different diligent crop administration efforts. Whereas air temperature fluctuations are readily obvious, soil temperature adjustments lag behind, requiring proactive monitoring. Understanding and responding to this core side of the surroundings is essential for optimizing planting schedules and realizing the complete potential of maize manufacturing in Oklahoma.

2. Frost-Free Dates

The timing of the ultimate spring frost dictates a elementary constraint on agricultural practices, notably maize cultivation. Publicity to sub-freezing temperatures throughout the early phases of improvement causes mobile injury, resulting in seedling demise or considerably stunted development. Thus, figuring out the typical date of the final anticipated frost is paramount in establishing the earliest secure date to begin planting. Historic climate knowledge, compiled by meteorological businesses and agricultural extension providers, gives a statistical foundation for estimating these frost-free intervals. Nonetheless, statistical averages supply chances, not ensures; subsequently, cautious consideration of short-term climate forecasts stays important.

The sensible software of frost-free date data includes calculating a “planting window.” This window represents the interval after the estimated final frost date when the chance of chilly injury is acceptably low. This window may be expanded or contracted based mostly on components like soil kind (darker soils heat quicker), tillage practices (no-till programs are likely to have cooler soil temperatures), and the particular chilly tolerance of the maize hybrid chosen. Farmers typically mitigate frost dangers by delayed planting, though this may shorten the rising season and doubtlessly scale back yield. Utilizing row covers for younger seedlings can defend them towards the chilly climate.

In abstract, understanding frost-free dates isn’t merely an educational train however a important element of threat administration. The number of a planting date earlier than the arrival of heat climate will increase the chance of financial losses. This understanding permits farmers to strike a steadiness between maximizing the rising season and minimizing the hazard of frost injury. Steady monitoring of climate forecasts along side historic frost knowledge is crucial for a profitable and predictable harvest.

3. Regional Variations

Oklahoma’s various geography and local weather patterns necessitate localized changes to the optimum maize planting schedule. The state’s east-to-west gradient reveals variations in rainfall, temperature, and rising season size, immediately impacting the timing of agricultural actions.

  • Rising Season Size

    Southeastern Oklahoma typically experiences an extended frost-free interval than the northwestern panhandle. This prolonged rising season permits for earlier planting alternatives and doubtlessly the number of longer-maturity hybrids. Conversely, farmers within the panhandle face a shorter window, requiring cautious consideration of hybrid maturity and planting date to make sure grain fill earlier than the onset of fall frosts.

  • Rainfall Patterns

    Jap Oklahoma usually receives considerably increased annual rainfall in comparison with the western areas. Adequate soil moisture is essential for germination and early seedling institution. In drier western areas, farmers might delay planting till ample rainfall is acquired or make use of irrigation methods to make sure profitable stand institution. Planting methods additionally shift in semi-arid areas, resembling utilizing conservation tillage and stubble mulching to maximise water infiltration.

  • Soil Varieties

    Soil texture and composition affect soil temperature and water-holding capability. Sandy soils in some areas heat up extra rapidly within the spring, doubtlessly permitting for earlier planting. Nonetheless, in addition they have a tendency to empty quicker, requiring cautious monitoring of moisture ranges. Clay soils, prevalent in different areas, retain moisture longer however might heat up extra slowly. These variations influence the timing of planting and the necessity for supplemental irrigation.

  • Elevation

    Greater elevations, notably within the northeastern a part of the state, expertise cooler temperatures and shorter rising seasons. Farmers in these areas want to pick shorter-season hybrids and modify planting dates accordingly. The influence of elevation on temperature profiles requires cautious monitoring of native climate situations to optimize planting schedules.

These regional distinctions underscore the significance of consulting native agricultural extension brokers and using regionally particular planting pointers. A uniform planting schedule utilized throughout your entire state would end in suboptimal yields because of the huge variations in local weather and environmental situations. Tailoring planting selections to the distinctive traits of every area is paramount for maximizing maize manufacturing in Oklahoma.

4. Hybrid Maturity

The number of an acceptable maize hybrid, outlined by its maturity ranking, represents a important choice intricately linked to the optimum planting schedule in Oklahoma. Hybrid maturity, expressed in relative maturity (RM) days, signifies the time required for the plant to succeed in physiological maturity and produce grain. This issue immediately impacts yield potential and the power to reap the crop earlier than the onset of antagonistic climate situations. Selecting a hybrid unsuited to the area’s rising season presents important agronomic and financial dangers.

  • Matching RM to Rising Season Size

    A elementary side of hybrid choice includes aligning the RM ranking with the accessible rising diploma days (GDDs) in a particular location. In areas with shorter rising seasons, earlier-maturing hybrids (decrease RM) are important to make sure grain fill earlier than the primary autumn frost. Planting a later-maturing hybrid in such an surroundings dangers incomplete grain improvement and lowered yield. Conversely, in areas with longer rising seasons, later-maturing hybrids (increased RM) can capitalize on the prolonged interval to maximise biomass accumulation and grain manufacturing. The GDD necessities of a hybrid have to be met throughout the regional rising season.

  • Impression on Planting Window Flexibility

    The selection of hybrid maturity influences the pliability of the planting window. Earlier-maturing hybrids permit for a wider planting window, offering farmers with larger latitude to answer climate delays or different unexpected circumstances. Nonetheless, these hybrids might have a decrease yield potential in comparison with later-maturing varieties. Later-maturing hybrids, whereas doubtlessly providing increased yields, demand a extra exact planting schedule to make sure well timed maturation. The choice balances yield potential with the dangers related to a narrower planting window.

  • Affect of Double-Cropping Programs

    In some areas of Oklahoma, maize is built-in into double-cropping programs, typically following winter wheat. In these conditions, shorter-season hybrids are important to permit ample time for the following crop to be planted and established. The number of a hybrid with an acceptable RM is important for the success of each crops within the rotation. Compromises in yield potential could also be essential to accommodate the necessities of the double-cropping system.

  • Consideration of Grain Drying Prices

    Hybrids with longer maturity scores might require supplemental grain drying after harvest, notably in years with cool and moist autumns. Greater grain moisture content material necessitates synthetic drying, incurring extra vitality prices and lowering total profitability. The number of a hybrid with an acceptable RM can reduce the necessity for drying, resulting in improved financial returns. Cautious consideration of harvest situations and drying prices is crucial.

In abstract, the interaction between hybrid maturity and the optimum sowing date is essential for profitable maize cultivation in Oklahoma. Deciding on a hybrid with an RM aligned to the native rising situations will improve the probability of a worthwhile harvest. A deep understanding of regional climate patterns, soil traits, and hybrid traits permits a farmer to optimize yield and reduce threat when deciding when to plant maize in Oklahoma.

5. Moisture Availability

Enough soil moisture is an important issue influencing the willpower of the optimum sowing interval in Oklahoma. Germination and seedling institution are immediately depending on ample water uptake from the encompassing soil. Subsequently, planting selections should contemplate each the present soil moisture ranges and the anticipated rainfall patterns following sowing.

  • Germination Necessities

    Maize seeds require a certain quantity of moisture to provoke the germination course of. Inadequate soil moisture ends in delayed or incomplete germination, resulting in lowered plant stands and decrease yield potential. The quantity of moisture wanted varies based mostly on soil kind and environmental situations. Soil moisture additionally impacts the seedlings capacity to uptake vitamins.

  • Early Seedling Vigor

    Even after profitable germination, steady moisture availability is crucial for vigorous seedling development. Water stress throughout the early vegetative phases can stunt plant improvement and scale back total biomass accumulation. The influence of restricted moisture early within the season can persist all through the plant’s life cycle, affecting last grain yield. Soil crusting and compaction additionally results water infiltration into the soil.

  • Rainfall Likelihood and Irrigation

    Farmers should consider the chance of receiving ample rainfall following sowing. Historic rainfall knowledge and seasonal climate forecasts present invaluable data for assessing this threat. In areas with low rainfall chance, irrigation could also be essential to make sure profitable stand institution. The fee and availability of irrigation water have to be factored into the planting choice. Mulching and conservation tillage practices can enhance the quantity of water accessible to the plant.

  • Soil Kind and Water Holding Capability

    Soil texture and construction affect the soil’s capacity to retain moisture. Sandy soils have low water-holding capability and require extra frequent rainfall or irrigation. Clay soils retain moisture for longer intervals however will also be susceptible to waterlogging. Understanding the water-holding traits of the soil is essential for figuring out the suitable planting time and irrigation technique.

In conclusion, the willpower of when to sow seeds in Oklahoma includes a cautious evaluation of moisture availability. Balancing the necessity for ample soil moisture with the dangers related to delayed planting is a important choice for producers. Understanding the dynamics of soil moisture and integrating this data into planting methods are key to maximizing maize manufacturing in Oklahoma.

6. Tillage Practices

Tillage practices considerably affect soil situations, thereby affecting the willpower of an optimum sowing interval. The selection of tillage system alters soil temperature, moisture content material, and residue cowl, all of which work together to influence maize germination and seedling institution. Understanding these interactions is important for aligning planting dates with prevailing soil situations.

  • Soil Temperature Modification

    Typical tillage, involving plowing and disking, typically results in quicker soil warming within the spring in comparison with conservation tillage programs. Elimination of floor residue permits for larger photo voltaic radiation absorption, accelerating the rise in soil temperature. This accelerated warming might allow earlier planting in standard tillage programs. Conservation tillage, resembling no-till or lowered tillage, retains floor residue, which insulates the soil and slows warming. Consequently, planting might should be delayed in these programs till soil temperatures attain the required threshold for germination. Monitoring soil temperature traits in relation to tillage practices is paramount for scheduling planting.

  • Moisture Conservation and Administration

    Conservation tillage practices improve soil moisture retention by lowering evaporation and growing water infiltration. Floor residue acts as a mulch, minimizing water loss from the soil floor. This enhanced moisture conservation may be notably useful in drier areas of Oklahoma, permitting for extra dependable germination even with restricted rainfall. Typical tillage, conversely, can disrupt soil construction, resulting in elevated water runoff and evaporation. Insufficient moisture ranges following planting may end up in uneven emergence and lowered plant stands. Tillage practices should contemplate regional local weather situations and the necessity for moisture conservation.

  • Residue Administration and Seed Placement

    The quantity and distribution of crop residue on the soil floor affect planting operations. Extreme residue in conservation tillage programs can intervene with seed placement, resulting in uneven planting depth and poor seed-to-soil contact. Specialised planting gear is usually required to chop by the residue and guarantee correct seed placement. In distinction, standard tillage creates a cleaner seedbed, simplifying planting operations. Nonetheless, the shortage of residue cowl also can improve the chance of soil erosion and crusting. Deciding on acceptable planting gear and adjusting planting methods based mostly on tillage system are important for reaching uniform emergence.

  • Impression on Weed Management Methods

    Tillage practices have an effect on weed seed distribution and germination patterns. Typical tillage can bury weed seeds, lowering floor weed stress within the quick time period. Nonetheless, this may additionally create a conducive surroundings for later-emerging weeds. Conservation tillage tends to pay attention weed seeds close to the soil floor, doubtlessly growing early-season weed competitors. The selection of tillage system have to be built-in with a complete weed administration technique, together with herbicide software and cultural practices. The timing of herbicide software might should be adjusted based mostly on the tillage system and the prevailing weed spectrum.

The number of tillage practices is intertwined with the willpower of when to plant in Oklahoma. The affect of tillage on soil temperature, moisture, residue, and weeds necessitates a holistic method to crop administration. Farmers should rigorously contemplate how their tillage system interacts with environmental situations and administration practices to optimize maize manufacturing. Integrating tillage selections with planting date issues is important for reaching constant yields and maximizing profitability.

7. Weed Management

Efficient management of weeds is paramount for optimizing maize yield. The timing of sowing influences weed stress and the effectiveness of assorted management methods, making the combination of planting schedules and weed administration practices essential for Oklahoma maize manufacturing.

  • Pre-Emergence Herbicide Software

    The success of pre-emergence herbicides relies on well timed software relative to maize planting. Planting throughout the really helpful window permits activation of the herbicide by rainfall or irrigation, making a zone of weed management earlier than maize seedlings emerge. Deviating from the perfect planting schedule can compromise herbicide efficacy, resulting in elevated weed competitors and yield losses. The activation of the herbicide is important, as is soil kind and residue protection.

  • Publish-Emergence Herbicide Choices

    Planting date influences the choice and timing of post-emergence herbicide functions. Later planting might end in a shift in weed species composition or accelerated weed development, necessitating changes to herbicide decisions and software charges. Understanding the connection between planting date, weed emergence patterns, and herbicide effectiveness is crucial for reaching optimum management. Some herbicide choices could also be simpler based mostly on the plant peak of each the corn and the weeds.

  • Cultivation Practices

    The timing of cultivation, a mechanical weed management technique, is immediately linked to the planting date. Cultivation is simplest when carried out early within the maize development stage, focusing on small weeds earlier than they turn out to be established. Planting inside a really helpful timeframe permits for well timed cultivation, minimizing weed competitors and maximizing the advantages of this management technique. Cultivation also can injury the basis programs of the corn, leading to lowered yields.

  • Herbicide-Resistant Weeds

    The number of a planting date can not directly affect the event and unfold of herbicide-resistant weeds. Delayed planting, for instance, may necessitate repeated herbicide functions to manage late-emerging weeds, doubtlessly growing choice stress for resistance. Built-in weed administration methods, together with various herbicide modes of motion and cultural practices, turn out to be much more important when planting dates are adjusted. Crop rotation additionally mitigates herbicide-resistant weeds.

In conclusion, the combination of weed administration methods with the timing of sowing profoundly impacts maize manufacturing in Oklahoma. The planting date influences weed stress, herbicide efficacy, and the effectiveness of cultivation practices. Farmers ought to develop a holistic method that considers the interactions between planting date, weed management choices, and the potential for herbicide resistance to attain optimum weed management and maximize yield.

8. Fertilizer Software

The synchronization of fertilizer software with the planting schedule immediately influences nutrient availability for maize throughout important development phases. The willpower of when to provoke sowing dictates the timing of pre-plant, at-plant, and sidedress fertilizer functions. Insufficient or improperly timed nutrient supply can restrict seedling vigor, scale back yield potential, and compromise total crop productiveness. The applying of nitrogen, phosphorus, and potassium, tailor-made to soil check outcomes and crop necessities, is crucial for sturdy development. Nutrient deficiencies, particularly early within the rising season, are sometimes unattainable to completely appropriate later.

For instance, phosphorus is important for early root improvement. A pre-plant software of phosphorus ensures its availability when the seedling root system is small and exploring a restricted soil quantity. Equally, nitrogen, important for vegetative development, may be utilized at planting or shortly thereafter to help fast biomass accumulation. Sidedress functions of nitrogen, usually occurring a number of weeks after emergence, present supplemental vitamins in periods of peak demand. The exact timing of those functions is set by plant development stage and environmental situations. Delayed planting resulting from unfavorable climate can necessitate changes to fertilizer software schedules to compensate for the compressed rising season. Soil sorts also can have an effect on the provision of some fertilizers, resembling clay binding phosphorus.

In conclusion, fertilizer administration is an integral element of optimizing maize yields. It relies upon upon when the crop is planted. Aligning fertilizer software with planting schedules ensures that vitamins can be found when the crop wants them most, selling vigorous development and maximizing grain manufacturing. Cautious consideration of soil check outcomes, crop necessities, and environmental situations is crucial for creating an efficient fertilizer administration plan. These components embody correct timing, placement and supply of vitamins. Ignoring or incorrectly implementing fertilizer software relative to the planting schedule will increase the chance of nutrient deficiencies and lowered yields. That is notably so the place local weather or soil variations create regional variations inside Oklahoma.

9. Market Concerns

The timing of maize cultivation is intrinsically linked to prevailing and anticipated market situations, impacting profitability. Planting schedules can affect when the crop is harvested, thereby affecting the costs acquired for the grain. Market dynamics, together with demand, provide, and seasonal value fluctuations, should inform selections concerning the sowing date. Planting earlier or later than optimum agronomic home windows could also be justified if market forecasts point out a major value premium at particular harvest instances. For instance, if projections recommend increased costs early within the harvest season, a farmer may select to plant barely earlier, even when it entails marginally elevated agronomic dangers, to capitalize on the value benefit. Conversely, anticipated low costs throughout peak harvest intervals may encourage delayed planting to focus on a later market window.

Actual-world examples underscore this connection. In years with widespread drought throughout the Corn Belt, early-planted maize typically instructions a better value resulting from considerations about total yield reductions. Farmers in Oklahoma, conscious of those potential situations, might proactively modify their planting schedules to benefit from potential value spikes. Equally, fluctuations in worldwide demand, notably from main importing nations, can create alternatives for producers who can time their harvest to fulfill these calls for. The provision of storage amenities and the price of grain drying additionally play a vital function. Farmers missing on-farm storage could also be extra inclined to align their harvest with intervals of sturdy demand to keep away from storage charges. These with drying capability might have larger flexibility to reap earlier and handle grain moisture content material.

In abstract, market issues characterize a major issue within the willpower of sowing dates. Whereas agronomic greatest practices dictate optimum planting home windows for maximizing yield, market forecasts and value alerts can incentivize deviations from these schedules. Understanding the interaction between planting date, harvest timing, market dynamics, and storage capabilities is crucial for knowledgeable decision-making. Farmers are inspired to seek the advice of with agricultural economists and market analysts to develop planting methods aligned with each agronomic ideas and market alternatives, as they’re a vital element of “when to plant corn in Oklahoma”.

Regularly Requested Questions

This part addresses frequent inquiries concerning the optimum timing for sowing maize seeds throughout the state, emphasizing components essential for profitable crop institution and yield maximization.

Query 1: What’s the earliest really helpful date for sowing maize in Southern Oklahoma?

The climatological traits of Southern Oklahoma usually allow earlier sowing in comparison with northern areas. Typically, planting can begin in late March, contingent upon soil temperature reaching a constant 50F (10C) at planting depth.

Query 2: How does soil temperature affect the germination of maize seeds?

Soil temperature governs the speed of enzymatic exercise throughout the seed, which is important for changing saved meals reserves into vitality for germination. Planting into soils under the really helpful temperature threshold (50F) considerably slows or prevents germination.

Query 3: What are the dangers related to planting maize earlier than the final anticipated frost?

Publicity to sub-freezing temperatures causes mobile injury to seedlings, doubtlessly resulting in plant demise or stunted development. Subsequently, planting earlier than the final projected frost carries substantial threat.

Query 4: How does hybrid maturity relate to the optimum planting window?

Hybrid maturity, measured in relative maturity (RM) days, should align with the size of the rising season. Deciding on a hybrid with an RM ranking too lengthy for the area may end up in incomplete grain fill earlier than the onset of autumn frosts.

Query 5: What function does soil moisture play in maize seed germination and seedling institution?

Adequate soil moisture is crucial for imbibition, the method by which the seed absorbs water and initiates germination. Moreover, steady moisture availability helps vigorous seedling development and root improvement.

Query 6: How do tillage practices have an effect on the timing of maize sowing?

Tillage influences soil temperature and moisture content material. Typical tillage typically ends in quicker soil warming, doubtlessly permitting earlier planting. Conservation tillage retains floor residue, slowing soil warming however conserving moisture.

In conclusion, the choice on when to sow seeds requires an understanding of assorted interrelated components, together with soil temperature, frost threat, hybrid maturity, moisture availability, and tillage practices. Cautious consideration of those components will contribute to profitable maize manufacturing.

The next assets present extra data and steerage for maize cultivation in Oklahoma.

Important Methods for Maize Planting in Oklahoma

This part presents centered pointers to optimize maize planting based mostly on established agricultural practices and Oklahoma-specific environmental issues.

Tip 1: Monitor Soil Temperature Rigorously: Previous to planting, constantly measure soil temperature at planting depth (1-2 inches). Guarantee a sustained studying of 50F (10C) or increased for not less than three consecutive days earlier than introducing seed. Correct soil temperature monitoring minimizes the chance of delayed or uneven germination.

Tip 2: Seek the advice of Native Frost-Free Date Averages: Make the most of historic climate knowledge from dependable sources, such because the Oklahoma Climatological Survey, to find out the typical final frost date for the particular location. Buffer planting dates by not less than one to 2 weeks past this common to mitigate the chance of frost injury.

Tip 3: Choose Hybrids Acceptable for Rising Season: Select maize hybrids with relative maturity (RM) scores that align with the accessible rising diploma days (GDDs) within the area. Brief-season areas necessitate shorter-RM hybrids to make sure full grain fill previous to the primary autumn frost.

Tip 4: Assess Soil Moisture Circumstances Previous to Planting: Consider current soil moisture ranges earlier than sowing. If situations are excessively dry, contemplate delaying planting till ample rainfall is acquired or implement irrigation to make sure ample moisture for germination and seedling institution. Perceive the infiltration charges and water-holding capacities of the soil.

Tip 5: Adapt Tillage Practices to Optimize Soil Temperature and Moisture: Modify tillage practices to govern soil temperature and moisture ranges. Conservation tillage can preserve moisture in dry areas, whereas standard tillage could also be most well-liked for selling fast soil warming in cooler places.

Tip 6: Implement Pre-Emergence Weed Management Methods: Apply pre-emergence herbicides in a well timed method relative to planting to create a weed-free zone throughout seedling emergence. Guarantee correct herbicide activation by rainfall or irrigation to maximise effectiveness.

Tip 7: Align Fertilizer Software with Crop Wants and Planting Schedule: Base fertilizer software charges and timing on soil check outcomes and the anticipated planting schedule. Present ample phosphorus at planting to advertise early root improvement and guarantee ample nitrogen availability throughout vegetative development.

Constant adherence to those methods maximizes the probability of profitable maize institution and yield potential. Correct knowledge assortment and proactive administration are important for reaching optimum outcomes.

By implementing these methods, producers could make knowledgeable selections concerning planting schedules, contributing to elevated productiveness and profitability in Oklahoma maize manufacturing.

When to Plant Corn in Oklahoma

The previous examination of “when to plant corn in Oklahoma” has highlighted the multifarious components influencing this important agricultural choice. Key issues embody soil temperature, frost-free dates, hybrid maturity, moisture availability, tillage practices, weed management methods, fertilizer software schedules, and market dynamics. Profitable maize cultivation necessitates a holistic and adaptive method, integrating these parts to optimize planting dates for particular areas and situations.

Finally, the choice of when to plant maize in Oklahoma represents a calculated evaluation of threat and alternative. Steady monitoring of environmental situations, session with native agricultural specialists, and proactive adaptation to evolving market alerts are important for knowledgeable and worthwhile crop manufacturing. Understanding the interaction of all these components permits farmers to higher exploit their rising surroundings. Future developments in precision agriculture and climate forecasting will additional refine planting date optimization methods.