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03 · Foundations

Hydroponic Crop Knowledge

A hydroponic crop is a set of requirements, not a plant in a pot. Root habit, cycle length, environmental range, nutrient demand pattern, training regime and harvest method differ between species and between cultivars of the same species, and the system has to be designed around those differences rather than around an average plant.

IntermediateCropsProductionBiology15 min read
Aero Intelli EngineeringPublished 20 June 2026Updated 8 September 2026Version 1.0

Crops covered: Lactuca sativa, Ocimum basilicum, Solanum lycopersicum, Capsicum annuum, Cucumis sativus, Fragaria x ananassa

Quick understanding

Different crops want different things. Lettuce is a short, light, cool-preferring crop that finishes in weeks. A tomato plant occupies the house for most of a year, carries a heavy fruit load, and needs training, support and pollination. Herbs sit between the two and are usually cut repeatedly. Strawberry needs cool roots and careful runner and crown management. Choosing a crop is choosing a set of obligations.

On this page

Introduction

Crop knowledge is what turns a functioning system into a producing one. The equipment defines what is possible; the crop defines what is required. A grower who understands the crop can compensate for a mediocre system, while a good system operated without crop knowledge produces plants that are alive and unsaleable.

This section describes four groups: leafy greens, culinary herbs, fruiting vegetables and strawberry. Each profile carries the same eighteen fields so that crops can be compared on the same terms. The values given are ranges and tendencies described in general horticultural practice. They are starting points for a specific cultivar trial, not settings to be copied.

Why crop selection decides the farm

The crop determines the system family, the environmental control burden, the labour profile and the cash-flow pattern. Leafy greens turn over quickly, which means frequent income, frequent transplanting and a house that empties often enough to be cleaned properly. Fruiting vegetables occupy the structure for most of a year, tie up capital, and concentrate labour into training and picking tasks that recur every week for months.

It also determines the tolerance for error. A short crop that is mismanaged for a week is a lost crop. A long crop that is mismanaged for a week carries the consequence into flowering and fruit set weeks later, at which point the cause is hard to identify. Neither situation is more forgiving; they fail on different timescales.

Market fit sits above all of it. The crop that grows most easily on a site is not automatically the crop with a buyer, a price that covers the energy bill and a shelf life that survives the distance to the customer.

Core concepts in crop requirements

Vegetative and generative demand

A crop grown for leaves is asked to stay vegetative for its whole life. A crop grown for fruit must shift from building structure to filling fruit, and then maintain both at once. That shift changes nutrient ratios, water demand, temperature strategy and the consequences of any environmental stress. Managing the balance between vegetative and generative behaviour is the central skill in fruiting crops and is essentially irrelevant in lettuce.

Root habit and system fit

Shallow fibrous root systems that stay small suit thin-film channels and rafts. Extensive root systems that keep expanding for months need substrate volume and per-plant irrigation. Trying to grow a long-cycle fruiting crop in a narrow channel usually ends with the channel blocked by root mass and the downstream plants starved.

Cycle length and turnover

Short-cycle crops let a grower learn quickly, because a mistake and its consequence are separated by weeks rather than months. Long-cycle crops reward experience and punish a season of guesswork. A new operation that intends to grow fruiting vegetables often benefits from running a short crop first purely to shake out the system.

Technical fundamentals

Two quantities structure most crop planning: how much light the crop accumulates and how much of it survives to harvest as saleable weight.

Formula

Plant density and light share

L_plant = DLI x A_plant

L_plant
Light intercepted per plant per day at full canopy · mol/plant/day
DLI
Daily light integral at the canopy · mol/m2/day
A_plant
Ground area allocated to each plant · m2

Example. Consider a hypothetical leafy crop at 25 plants per square metre under a canopy daily light integral of 14 mol/m2/day. Each plant receives about 0.56 mol per day at full cover. Halving the density doubles the share per plant but does not double the yield per square metre, because the crop no longer intercepts all the available light.

Limitations. This assumes a closed canopy and ignores shading geometry, leaf angle and the compensation point of shaded lower leaves. The appropriate design value depends on crop, cultivar, growth stage, climate, system and water chemistry.

Formula

Harvest index

HI = M_saleable / M_total

HI
Fraction of total plant biomass that is saleable · dimensionless
M_saleable
Fresh mass of the harvested portion · g
M_total
Total fresh biomass produced by the plant · g

Example. Consider a hypothetical comparison between a whole-head lettuce, where nearly all above-ground growth is sold, and a fruiting vine, where leaves, stem and roots are grown to support a fruit fraction. The vine can produce far more total biomass and still return less saleable weight per unit of energy, which is why yield figures are only comparable within a crop type.

Limitations. Harvest index varies with cultivar, pruning strategy, harvest specification and market grade, and a higher index is not automatically a higher return. The appropriate design value depends on crop, cultivar, growth stage, climate, system and water chemistry.

Crop profiles

Leafy greens

Profile: lettuce and related leafy greens
FieldDescription
Common NameLettuce, along with related leafy greens such as pak choi, spinach and rocket
Scientific NameLactuca sativa, with related species in the same production group
Crop TypeShort-cycle vegetative leaf crop, harvested whole head or as cut leaf
Growth CycleTypically several weeks from transplant to harvest, shorter in warm bright conditions and longer in low light
Root CharacteristicsShallow, fibrous, relatively small root mass that does not expand greatly during the cycle
Preferred SystemNutrient film technique, deep water culture rafts and ebb and flow all suit it; substrate drip is possible but rarely necessary
Nutritional RequirementsModerate total demand with a nitrogen-led vegetative pattern; calcium supply and its movement to the growing point matter more than total concentration
Environmental RequirementsCool, well-ventilated conditions with steady air movement over the canopy to keep transpiration active
TemperaturePrefers a cool range; high temperature promotes bolting and bitterness, and the threshold differs sharply between cultivars bred for warm and cool seasons
HumidityModerate; persistently high humidity suppresses transpiration and is associated with calcium-related leaf margin disorders
LightModerate daily light integral; excessive light with insufficient cooling causes stress rather than extra yield
pH considerationsA mildly acidic solution range is usual, with drift upward or downward affecting micronutrient availability before it affects the major elements
EC considerationsComparatively low conductivity; raising it does not increase leaf yield and can reduce head size and quality
SpacingDense planting is normal, and final spacing is set by head size specification and by the point at which mutual shading begins
TrainingNone; management is limited to keeping the canopy open and removing damaged outer leaves
HarvestSingle cut for head types, or repeated cutting for baby leaf and loose-leaf types
Common ProblemsBolting under heat, leaf margin necrosis linked to calcium transport, downy mildew in humid still air, and root browning in warm solution
Commercial ConsiderationsFast turnover and steady cash flow, but short shelf life, high freight sensitivity and a price that is exposed to field-grown supply
Profile: lettuce and related leafy greens. General crop characteristics as described in horticultural practice; ranges are deliberately qualitative because published figures differ by cultivar and region. The appropriate design value depends on crop, cultivar, growth stage, climate, system and water chemistry.

Culinary herbs

Profile: basil and comparable culinary herbs
FieldDescription
Common NameBasil, with mint, coriander, parsley and chives grown on similar principles
Scientific NameOcimum basilicum, and related genera for the other herbs in the group
Crop TypeVegetative aromatic leaf crop, often cut repeatedly from the same plant
Growth CycleFirst cut a few weeks after transplant, with further cuts at intervals until quality declines
Root CharacteristicsFibrous and moderately vigorous; basil roots more strongly than lettuce and tolerates a substrate well
Preferred SystemNutrient film technique, deep water culture and substrate systems are all used; potted living herbs are usually grown in a medium for retail
Nutritional RequirementsModerate; excessive nitrogen produces soft growth with weaker aroma and poorer shelf life
Environmental RequirementsWarm and bright for basil, cooler for coriander and parsley, so the group cannot share one compartment comfortably
TemperatureBasil is chilling-sensitive and shows damage at temperatures that other leafy crops tolerate; coriander bolts in the heat basil prefers
HumidityModerate; high humidity with still air encourages foliar disease on dense herb canopies
LightResponds well to higher light than lettuce, which supports both yield and aromatic quality
pH considerationsA mildly acidic range as for other leafy crops, with stability mattering more than the exact setpoint
EC considerationsLow to moderate; some growers raise conductivity modestly late in the cycle to firm the tissue, and the response varies by cultivar
SpacingSet by whether the crop is sold as cut bunches or as a living plant, with living-plant production needing wider spacing
TrainingPinching the growing tip encourages branching and delays flowering, which is the main quality control in basil
HarvestRepeated cutting above a node pair, with cut height determining regrowth speed and the number of usable cuts
Common ProblemsCold damage and blackening in basil, rapid bolting in coriander, downy mildew, and loss of aroma from over-fertilised soft growth
Commercial ConsiderationsHigher unit value than leafy greens, strong local demand, but very short post-harvest life and demanding cold-chain requirements that differ by species
Profile: basil and comparable culinary herbs. General crop characteristics as described in horticultural practice, aggregated across a group that behaves differently species by species. The appropriate design value depends on crop, cultivar, growth stage, climate, system and water chemistry.

Fruiting vegetables

Profile: tomato, capsicum and cucumber compared field by field
FieldTomatoCapsicumCucumber
Common NameTomatoCapsicum, sweet pepperCucumber
Scientific NameSolanum lycopersicumCapsicum annuumCucumis sativus
Crop TypeLong-cycle indeterminate fruiting vineLong-cycle fruiting shrubFast fruiting vine with a shorter productive life
Growth CycleCan occupy the house for most of a year with continuous pickingSimilar length, with a slower start and a more episodic fruit flushShorter cycle, often replanted several times a year
Root CharacteristicsExtensive and vigorous, expanding throughout the cropLess vigorous than tomato and slower to establishVigorous and fast, with high water demand per unit of root
Preferred SystemDrip into substrate with drain recoveryDrip into substrateDrip into substrate, occasionally deep systems for short cycles
Nutritional RequirementsHigh total demand with a marked shift in ratio once fruit load buildsHigh potassium demand during fruit colouring; calcium supply is criticalHigh and rapid demand matching its growth rate
Environmental RequirementsWarm, with a day-night difference used deliberately to steer vegetative and generative balanceWarm and stable; sensitive to sharp swings during fruit setWarm and humid, with strong ventilation to manage disease
TemperatureFruit set fails outside the cultivar's range at both ends, and pollen viability is the first casualty of heatNarrower tolerance than tomato around flowering; fruit shape distorts under stressPrefers the warmest range of the three and dislikes cold roots
HumidityModerate; both extremes harm set, low humidity through desiccated pollen and high humidity through poor pollen releaseModerate and stableTolerates higher humidity but pays for it in mildew pressure
LightHigh requirement; yield tracks accumulated light closely once other factors are adequateHigh, though excessive direct radiation causes sunscald on exposed fruitHigh, with fast response to added light because of its growth rate
pH considerationsMildly acidic root-zone target, with substrate pH drifting away from tank pH over timeAs tomato, with particular attention because calcium availability affects fruit qualityAs tomato; rapid uptake can move root-zone pH faster than the tank suggests
EC considerationsConductivity is used deliberately as a steering tool, raised to improve fruit quality and lowered to relieve stress; the workable range differs by cultivar and seasonModerate; excessive conductivity worsens calcium-related fruit disordersGenerally lower than tomato, because high conductivity restricts its rapid water uptake
SpacingLow plant density with high stem density achieved through stem managementSimilar density, usually grown to two or more stemsWider spacing for the leaf area each plant carries
TrainingSingle or double stem on high wire, with layering, deleafing and truss pruningFormal two or four stem training with regular deleafingUmbrella or high-wire training with frequent lateral and leaf removal
HarvestContinuous picking over months at a defined colour stagePicked green or at full colour, with colouring adding weeks of occupancyFrequent picking, sometimes daily, because fruit oversize quickly
Common ProblemsBlossom end rot from calcium transport failure, poor set from temperature or humidity extremes, and vigour running vegetativeBlossom end rot, fruit cracking, sunscald and irregular flushesPowdery and downy mildew, fruit abortion under stress, and rapid wilting when irrigation fails
Commercial ConsiderationsHighest yield potential of the three but the largest labour and energy commitmentHigher unit price with lower yield per square metre and a longer wait for first incomeFast return and frequent replanting, with quality highly sensitive to picking discipline
Profile: tomato, capsicum and cucumber compared field by field. Comparative crop characteristics as generally described in protected cultivation practice, presented qualitatively because every figure moves with cultivar and season. The appropriate design value depends on crop, cultivar, growth stage, climate, system and water chemistry.

Strawberry

  • Common Name: Strawberry.
  • Scientific Name: Fragaria x ananassa.
  • Crop Type: Perennial herbaceous fruiting crop, grown commercially as an annual or over multiple flushes depending on type.
  • Growth Cycle: Depends entirely on whether the cultivar is a short-day June-bearing type flowering in response to daylength, or a day-neutral type cropping continuously; the two are managed as different crops.
  • Root Characteristics: Fine, shallow and sensitive to both saturation and high root temperature, with a crown that must never be buried or waterlogged.
  • Preferred System: Drip into substrate in raised gutters or troughs, which suits harvest ergonomics as well as root requirements.
  • Nutritional Requirements: Moderate total demand, with a shift in ratio between runner and crown development and fruiting, and particular sensitivity to calcium and boron supply during fruit development.
  • Environmental Requirements: Cool to moderate temperatures with good air movement, and pollination that requires either insect activity or a deliberate alternative.
  • Temperature: Prefers cooler conditions than fruiting vegetables; high root temperature is a common failure in warm climates and often needs gutter shading or solution cooling.
  • Humidity: Moderate; persistent leaf wetness and high humidity around the fruit strongly increase grey mould pressure.
  • Light: Moderate to high, with daylength itself acting as a developmental signal in short-day types rather than only as an energy supply.
  • pH considerations: A mildly acidic root zone is usual, and iron availability is an early casualty of upward drift in this crop.
  • EC considerations: Comparatively sensitive to high conductivity, which reduces fruit size; the workable range narrows in hot weather when water demand rises.
  • Spacing: Set by gutter geometry and picking access, since fruit must hang clear of the medium to stay clean and dry.
  • Training: Runner removal is the principal ongoing task, along with removing old leaves and early flower trusses on young plants.
  • Harvest: Frequent hand picking at a defined ripeness, with fruit that does not improve after picking and bruises easily.
  • Common Problems: Grey mould, powdery mildew, poor or misshapen fruit from incomplete pollination, high root temperature, and crown rot from planting depth errors.
  • Commercial Considerations: High unit value and strong demand, offset by intensive picking labour, very short shelf life and dependence on good planting material.

Practical knowledge

Working from a profile to a plan follows a consistent order regardless of crop.

  1. Confirm the market first: the grade, size and pack the buyer wants, because that specification decides spacing and harvest timing.
  2. Choose the cultivar for the climate and season, not only the species. Cultivar choice determines heat tolerance, disease resistance and cycle length more than any management decision that follows.
  3. Check the crop's temperature range against what the structure can actually hold in the hottest and coldest weeks of the year.
  4. Match root habit and cycle length to the system family before buying anything.
  5. Plan the labour calendar. Training and picking tasks in fruiting crops recur weekly and cannot be deferred.
  6. Set stage-based targets for conductivity, pH and environment in writing before the crop starts, and record deviations against them.
  7. Run a small trial of any new cultivar alongside a known one before committing a whole house to it.

Biological and commercial considerations

Cultivar differences within a species routinely exceed the differences between species groups in the parameters growers care about. Heat-tolerant lettuce cultivars bolt at temperatures that would end a cool-season type; determinate and indeterminate tomatoes have completely different training and cycle implications; day-neutral and short-day strawberries are managed on different calendars. Any recommendation that names a species without naming a cultivar is incomplete.

Growth stage moves the same parameters again. A young transplant with a small root system and little leaf area cannot use the conductivity or irrigation frequency that suits the same plant carrying a full fruit load. Fixed setpoints applied across a whole crop cycle are a common and expensive simplification.

Management principles

  • Keep a written crop plan per cultivar and per season, with stage-based targets, and revise it after each cycle against what actually happened.
  • Record plant measurements as well as environment: stem diameter, truss or node development, leaf length and fruit set are the crop's own report on whether the strategy is working.
  • Separate propagation from production physically, and grade transplants before they enter the house.
  • Keep the harvest specification visible to the picking team, since grade-out is decided by picking discipline as much as by growing.
  • Track labour hours per crop task, because training and picking dominate the cost structure of fruiting crops.
  • Change one steering variable at a time in a long crop and allow the plant a full development interval to respond.

Common problems

Crop-specific symptoms and where the cause usually sits
CropSymptomUsual underlying cause
LettuceLeaf margin browning on inner leavesCalcium transport to a fast-growing enclosed leaf, driven by humidity and growth rate rather than solution calcium
LettuceEarly flowering stalk and bitternessTemperature above the cultivar's threshold, sometimes combined with root stress
BasilBlackened patches and collapse after cool nightsChilling injury; basil is damaged at temperatures other leafy crops tolerate
TomatoSunken dark lesion at the fruit baseCalcium delivery to the fruit failing under rapid growth or erratic water supply
CapsicumMisshapen or small fruit after a flushStress at flowering, or plant load exceeding what the current light supports
CucumberYoung fruit yellowing and abortingPlant carrying more fruit than current light and water supply can fill
StrawberryMisshapen fruit with undeveloped sectionsIncomplete pollination across the receptacle
StrawberryWilting with a healthy-looking canopy in warm weatherRoot-zone temperature above the crop's range, or root damage from saturation
Crop-specific symptoms and where the cause usually sits. Diagnostic starting points drawn from common horticultural practice; each symptom has more than one possible cause and requires confirmation on the crop. The appropriate design value depends on crop, cultivar, growth stage, climate, system and water chemistry.

Best-practice guidance

  • Select cultivars for the local climate and season before optimising anything else.
  • Write stage-based targets rather than crop-wide setpoints, and treat every published figure as a starting point for a trial.
  • Start a new operation with a short-cycle crop to expose system faults on a timescale where they can be learned from.
  • Buy certified, traceable planting material and inspect it on arrival.
  • Match the harvest specification to the buyer's grade before setting spacing and planting date.
  • Keep records at the cultivar level so that a good or bad season can be attributed to something specific.

Advanced knowledge

Crop steering in long-cycle fruiting crops is the advanced practice that separates experienced growers. Conductivity, irrigation timing, day-night temperature difference and pruning decisions are used together to push a plant towards vegetative or generative behaviour. The signals are read from the plant, not the sensor: stem diameter, head thickness, truss angle, flowering position relative to the head and fruit set rate.

The second advanced area is grading and uniformity. In a crop sold to a size specification, the value lies in the fraction of the harvest that meets the grade, not the total weight produced. Uniform transplants, uniform irrigation and uniform light are the three inputs to a uniform harvest, and they are usually addressed in the opposite order to their importance.

Key takeaways

  • Crop profiles differ in root habit, cycle length, environmental range and labour pattern, and the system must follow the crop.
  • Cultivar differences within a species frequently exceed the differences between species, so no figure is meaningful without a cultivar.
  • Growth stage changes nutrient, conductivity and irrigation requirements, which makes crop-wide fixed setpoints an expensive simplification.
  • Fruiting vegetables require deliberate management of the balance between vegetative and generative growth; leafy crops do not.
  • Pollination and training requirements must be settled at planning, since they cannot be retrofitted at flowering.
  • Value comes from the fraction of the harvest that meets the buyer's grade, not from total biomass produced.

Related knowledge

Further reading

  • International Society for Horticultural Science

    Horticultural science community covering protected cultivation and crop-specific working groups.

  • Indian Council of Agricultural Research

    Institute publications on vegetable and horticultural crops, including cultivar and protected cultivation guidance.

  • State agricultural universities and horticulture departments in India

    Regional cultivar recommendations and crop calendars matched to local climate.

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