crop: coffee

crop_display: Coffee

species: Coffea arabica

leaf_id: Leaf 1 - C

leaf_stage: Maturation

label: watch

tips: Keep the plant as the local control: repeat scans at the same leaf position and time of day to build the crop baseline.

tips: For LuxNode V0, confirm the result with a dark scan, white reference, and a repeat scan on a second leaf before changing crop management.


leaf_id: Leaf 1 - D


leaf_id: Leaf 1 - F


leaf_id: Leaf 2 - C

label: healthy


leaf_id: Leaf 2 - D


leaf_id: Leaf 2 - E

tips: Stabilize soil moisture with deep morning irrigation and mulch; avoid letting the root zone swing from dry to saturated.


leaf_id: Leaf 3 - A


leaf_id: Leaf 3 - B


leaf_id: Leaf 3 - F


leaf_id: Leaf 4 - C

leaf_stage: Senescence

tips: Check nitrogen, magnesium, and iron availability; keep shade and mulch stable before increasing fertilizer.


leaf_id: Leaf 5 - A


leaf_id: Leaf 5 - B


leaf_id: Leaf 5 - C


leaf_id: Leaf 5 - D


leaf_id: Leaf 5 - E

tips: Scout for rust, mites, and leaf spot; compare shaded and sun-exposed leaves before changing nutrition.


leaf_id: Leaf 5 - F


leaf_id: Leaf 6 - A


leaf_id: Leaf 6 - B


leaf_id: Leaf 6 - C


leaf_id: Leaf 6 - D


leaf_id: Leaf 6 - E


leaf_id: Leaf 6 - F


leaf_id: Leaf 7 - A


leaf_id: Leaf 7 - B


leaf_id: Leaf 7 - C


leaf_id: Leaf 7 - D


leaf_id: Leaf 7 - E


leaf_id: Leaf 7 - F


leaf_id: Leaf 8 - A


leaf_id: Leaf 8 - B


leaf_id: Leaf 8 - C


leaf_id: Leaf 8 - D


leaf_id: Leaf 8 - E


leaf_id: Leaf 8 - F


leaf_id: Leaf 9 - A


leaf_id: Leaf 9 - B


leaf_id: Leaf 9 - C


leaf_id: Leaf 9 - D


leaf_id: Leaf 9 - E


leaf_id: Leaf 9 - F


leaf_id: Leaf 10 - A

leaf_stage: Withered

label: unhealthy


leaf_id: Leaf 10 - B


leaf_id: Leaf 10 - C


leaf_id: Leaf 10 - D


leaf_id: Leaf 10 - E


leaf_id: Leaf 10 - F


leaf_id: Leaf 11 - A


leaf_id: Leaf 11 - B


leaf_id: Leaf 11 - C


leaf_id: Leaf 11 - D


leaf_id: Leaf 11 - E


leaf_id: Leaf 11 - F


leaf_id: Leaf 12 - A


leaf_id: Leaf 12 - B


leaf_id: Leaf 12 - C


leaf_id: Leaf 12 - D


leaf_id: Leaf 12 - E


leaf_id: Leaf 12 - F


leaf_id: Leaf 13 - A


leaf_id: Leaf 13 - B


leaf_id: Leaf 13 - C


leaf_id: Leaf 13 - D


leaf_id: Leaf 13 - E


leaf_id: Leaf 13 - F


leaf_id: Leaf 14 - A


leaf_id: Leaf 14 - B


leaf_id: Leaf 14 - C


leaf_id: Leaf 14 - D


leaf_id: Leaf 14 - E


leaf_id: Leaf 14 - F


leaf_id: Leaf 15 - A


leaf_id: Leaf 15 - B


leaf_id: Leaf 15 - C


leaf_id: Leaf 15 - D


leaf_id: Leaf 15 - E


leaf_id: Leaf 15 - F


crop: cassava

crop_display: Cassava / yuca

species: Manihot esculenta

leaf_id: Leaf 16 - A

tips: Scout for mite damage, mosaic symptoms, and soil compaction around the planting ridge.


leaf_id: Leaf 16 - B


leaf_id: Leaf 16 - C


leaf_id: Leaf 16 - D


leaf_id: Leaf 16 - E


leaf_id: Leaf 16 - F


leaf_id: Leaf 17 - A


leaf_id: Leaf 17 - B


leaf_id: Leaf 17 - C


leaf_id: Leaf 17 - D


leaf_id: Leaf 17 - E


leaf_id: Leaf 17 - F


leaf_id: Leaf 18 - A


leaf_id: Leaf 18 - B


leaf_id: Leaf 18 - C


leaf_id: Leaf 18 - D


leaf_id: Leaf 18 - E


leaf_id: Leaf 18 - F


leaf_id: Leaf 19 - A


leaf_id: Leaf 19 - B


leaf_id: Leaf 19 - C


leaf_id: Leaf 19 - D


leaf_id: Leaf 19 - E


leaf_id: Leaf 19 - F


leaf_id: Leaf 20 - A


leaf_id: Leaf 20 - B


leaf_id: Leaf 20 - C


leaf_id: Leaf 20 - D


leaf_id: Leaf 20 - E

tips: Cassava tolerates drought, yet young plants benefit from steady establishment moisture.


leaf_id: Leaf 20 - F


leaf_id: Leaf 21 - A


leaf_id: Leaf 21 - B


leaf_id: Leaf 21 - C


leaf_id: Leaf 21 - D


leaf_id: Leaf 21 - E

tips: Check nitrogen and magnesium, but avoid overreacting during normal leaf turnover.


leaf_id: Leaf 21 - F


leaf_id: Leaf 22 - A


leaf_id: Leaf 22 - B


leaf_id: Leaf 22 - C


leaf_id: Leaf 22 - D


leaf_id: Leaf 22 - E


leaf_id: Leaf 22 - F


leaf_id: Leaf 23 - A


leaf_id: Leaf 23 - B


leaf_id: Leaf 23 - C


leaf_id: Leaf 23 - D


leaf_id: Leaf 23 - E


leaf_id: Leaf 23 - F


leaf_id: Leaf 24 - A


leaf_id: Leaf 24 - B


leaf_id: Leaf 24 - C


leaf_id: Leaf 24 - D


leaf_id: Leaf 24 - E


leaf_id: Leaf 24 - F


leaf_id: Leaf 25 - A


leaf_id: Leaf 25 - B


leaf_id: Leaf 25 - C


leaf_id: Leaf 25 - D


leaf_id: Leaf 25 - E


leaf_id: Leaf 25 - F


leaf_id: Leaf 26 - A


leaf_id: Leaf 26 - B


leaf_id: Leaf 26 - C


leaf_id: Leaf 26 - D


leaf_id: Leaf 26 - E


leaf_id: Leaf 26 - F


leaf_id: Leaf 27 - A


leaf_id: Leaf 27 - B


leaf_id: Leaf 27 - C


leaf_id: Leaf 27 - D


leaf_id: Leaf 27 - E


leaf_id: Leaf 27 - F


leaf_id: Leaf 28 - A


leaf_id: Leaf 28 - B


leaf_id: Leaf 28 - C


leaf_id: Leaf 28 - D


leaf_id: Leaf 28 - E


leaf_id: Leaf 28 - F


leaf_id: Leaf 29 - A


leaf_id: Leaf 29 - B


leaf_id: Leaf 29 - C


leaf_id: Leaf 29- D


leaf_id: Leaf 29 - E


leaf_id: Leaf 29 - F


leaf_id: Leaf 30 - A


leaf_id: Leaf 30 - B


leaf_id: Leaf 30 - C


leaf_id: Leaf 30 - D


leaf_id: Leaf 30 - E


leaf_id: Leaf 30 - F


crop: avocado

crop_display: Avocado

species: Persea americana

leaf_id: Leaf 31 - A

tips: Use less frequent deep irrigation and verify drainage; avocado roots dislike both drought and standing water.


leaf_id: Leaf 31 - B


leaf_id: Leaf 31 - C


leaf_id: Leaf 31 - D


leaf_id: Leaf 31 - E


leaf_id: Leaf 31 - F


crop: banana

crop_display: Banana

species: Musa paradisiaca

leaf_id: Leaf 32 - A

tips: Maintain even moisture and mulch; avoid waterlogged roots in heavy soils.


leaf_id: Leaf 32 - B


leaf_id: Leaf 32 - C


leaf_id: Leaf 32 - D


leaf_id: Leaf 32 - E


leaf_id: Leaf 32 - F


leaf_id: Leaf 33 - A


leaf_id: Leaf 33 - B


leaf_id: Leaf 33 - C


leaf_id: Leaf 33 - D


leaf_id: Leaf 33 - E


leaf_id: Leaf 33 - F


leaf_id: Leaf 34 - A


leaf_id: Leaf 34 - B


leaf_id: Leaf 34 - C


leaf_id: Leaf 34 - D


leaf_id: Leaf 34 - E


leaf_id: Leaf 34 - F


leaf_id: Leaf 35 - A


leaf_id: Leaf 35 - B


leaf_id: Leaf 35 - C


leaf_id: Leaf 35 - D


leaf_id: Leaf 35 - E


leaf_id: Leaf 35 - F


leaf_id: Leaf 36 - A


leaf_id: Leaf 36 - B


leaf_id: Leaf 36 - C


leaf_id: Leaf 36 - D


leaf_id: Leaf 36 - E


leaf_id: Leaf 36 - F


leaf_id: Leaf 37 - A

tips: Inspect for iron/zinc deficiency and root stress; avocado often shows nutrient problems when roots are wet or compacted.


leaf_id: Leaf 37 - B


leaf_id: Leaf 37 - C

tips: Check canopy flush age, salinity, and Phytophthora risk before interpreting one leaf scan.


leaf_id: Leaf 37 - D


leaf_id: Leaf 37 - E


leaf_id: Leaf 37 - F


leaf_id: Leaf 38 - A

tips: Inspect for Sigatoka-like spotting, nematode/root stress, and wind damage.


leaf_id: Leaf 38 - B


leaf_id: Leaf 38 - C


leaf_id: Leaf 38 - D


leaf_id: Leaf 38 - E

tips: Check potassium, nitrogen, and magnesium balance; banana leaves can look green while K stress is rising.


leaf_id: Leaf 38 - F


leaf_id: Leaf 39 - A


leaf_id: Leaf 39 - B


leaf_id: Leaf 39 - C


leaf_id: Leaf 39 - D


leaf_id: Leaf 39 - E


leaf_id: Leaf 39 - F


leaf_id: Leaf 40 - A


leaf_id: Leaf 40 - B


leaf_id: Leaf 40 - C


leaf_id: Leaf 40 - D


leaf_id: Leaf 40 - E


leaf_id: Leaf 40 - F


leaf_id: Leaf 41 - A


leaf_id: Leaf 41 - B


leaf_id: Leaf 41 - C


leaf_id: Leaf 41 - D


leaf_id: Leaf 41 - E


leaf_id: Leaf 41 - F


leaf_id: Leaf 42 - A


leaf_id: Leaf 42 - B


leaf_id: Leaf 42 - C


leaf_id: Leaf 42 - D


leaf_id: Leaf 42 - E


leaf_id: Leaf 42 - F


leaf_id: Leaf 43 - A


leaf_id: Leaf 43 - B


leaf_id: Leaf 43 - C


leaf_id: Leaf 43 - D


leaf_id: Leaf 43 - E


leaf_id: Leaf 43 - F


leaf_id: Leaf 44 - A


leaf_id: Leaf 44 - B


leaf_id: Leaf 44 - C


leaf_id: Leaf 44 - D


leaf_id: Leaf 44 - E


leaf_id: Leaf 44 - F


leaf_id: Leaf 45 - A


leaf_id: Leaf 45 - B


leaf_id: Leaf 45 - C


leaf_id: Leaf 45 - D


leaf_id: Leaf 45 - E


leaf_id: Leaf 45 - F


leaf_id: Leaf 46 - A


leaf_id: Leaf 46 - B


leaf_id: Leaf 46 - C


leaf_id: Leaf 46 - D


leaf_id: Leaf 46 - E


leaf_id: Leaf 46 - F


leaf_id: Leaf 47 - A


leaf_id: Leaf 47 - B


leaf_id: Leaf 47 - C


leaf_id: Leaf 47 - D


leaf_id: Leaf 47 - E


leaf_id: Leaf 47 - F


leaf_id: Leaf 48 - A


leaf_id: Leaf 48 - B


leaf_id: Leaf 48 - C


leaf_id: Leaf 48 - D


leaf_id: Leaf 48 - E


leaf_id: Leaf 48 - F


crop_display: Sugar cane

species: Saccharum officinarum

leaf_id: Leaf 49 - A

tips: Increase irrigation interval checks during elongation; cane reflectance shifts fast under water deficit.


leaf_id: Leaf 49 - B


leaf_id: Leaf 49 - C


leaf_id: Leaf 49 - D


leaf_id: Leaf 49 - E


leaf_id: Leaf 49 - F


leaf_id: Leaf 50 - A


leaf_id: Leaf 50 - B


leaf_id: Leaf 50 - C


leaf_id: Leaf 50 - D


leaf_id: Leaf 50 - E


leaf_id: Leaf 50 - F


leaf_id: Leaf 51 - A


leaf_id: Leaf 51 - B


leaf_id: Leaf 51 - C


leaf_id: Leaf 51 - D


leaf_id: Leaf 51 - E


leaf_id: Leaf 51 - F


leaf_id: Leaf 52 - A

tips: Review nitrogen and sulfur supply; sample the top visible dewlap leaves for consistent comparisons.

tips: Look for borer injury, leaf scald, rust, and compaction-limited roots.


leaf_id: Leaf 52 - B


leaf_id: Leaf 52 - C

tips: Keep the plant as the local control: repeat scans at the same leaf position and time of day to build the crop baseline.


leaf_id: Leaf 52 - D

tips: For LuxNode V0, confirm the result with a dark scan, white reference, and a repeat scan on a second leaf before changing crop management.


leaf_id: Leaf 52 - E


leaf_id: Leaf 52 - F


leaf_id: Leaf 53 - A


leaf_id: Leaf 53 - B


leaf_id: Leaf 53 - C


leaf_id: Leaf 53 - D


leaf_id: Leaf 53 - E


leaf_id: Leaf 53 - F


leaf_id: Leaf 54 - A


leaf_id: Leaf 54 - B


leaf_id: Leaf 54 - C


leaf_id: Leaf 54 - D


leaf_id: Leaf 54 - E


leaf_id: Leaf 54 - F


leaf_id: Leaf 55 - A


leaf_id: Leaf 55 - B


leaf_id: Leaf 55 - C


leaf_id: Leaf 55 - D


leaf_id: Leaf 55 - E


leaf_id: Leaf 55 - F


leaf_id: Leaf 56 - A


leaf_id: Leaf 56 - B


leaf_id: Leaf 56 - C


leaf_id: Leaf 56 - D


leaf_id: Leaf 56 - E


leaf_id: Leaf 56 - F


leaf_id: Leaf 57 - A


leaf_id: Leaf 57 - B


leaf_id: Leaf 57 - C


leaf_id: Leaf 57 - D


leaf_id: Leaf 57 - E


leaf_id: Leaf 57 - F


crop: tomato

crop_display: Tomato

species: Solanum lycopersicum

leaf_id: Leaf 58 - A


leaf_id: Leaf 58 - B


leaf_id: Leaf 58 - C

tips: Hold a steadier irrigation cycle and avoid drought/re-wet pulses that drive blossom-end and canopy stress.


leaf_id: Leaf 58 - D


leaf_id: Leaf 58 - E


leaf_id: Leaf 58 - F


leaf_id: Leaf 59 - A


leaf_id: Leaf 59 - B


leaf_id: Leaf 59 - C


leaf_id: Leaf 59 - D


leaf_id: Leaf 59 - E


leaf_id: Leaf 59 - F


leaf_id: Leaf 60 - A


leaf_id: Leaf 60 - B


leaf_id: Leaf 60 - C


leaf_id: Leaf 60 - D


leaf_id: Leaf 60 - E


leaf_id: Leaf 60 - F


crop: corn

crop_display: Corn

species: Zea mays

leaf_id: Leaf 61 - A


leaf_id: Leaf 61 - B

tips: Prioritize water during V stages and tasseling; compare the ear leaf or the same leaf position each scan.


leaf_id: Leaf 61 - C


leaf_id: Leaf 61 - D


leaf_id: Leaf 61 - E


leaf_id: Leaf 61 - F


leaf_id: Leaf 62 - A


leaf_id: Leaf 62 - B


leaf_id: Leaf 62 - C


leaf_id: Leaf 62 - D


leaf_id: Leaf 62 - E


leaf_id: Leaf 62 - F


leaf_id: Leaf 63 - A


leaf_id: Leaf 63 - B


leaf_id: Leaf 63 - C


leaf_id: Leaf 63 - D


leaf_id: Leaf 63 - E


leaf_id: Leaf 63 - F


leaf_id: Leaf 64 - A


leaf_id: Leaf 64 - B


leaf_id: Leaf 64 - C


leaf_id: Leaf 64 - D


leaf_id: Leaf 64 - E


leaf_id: Leaf 64 - F

tips: Check nitrogen sidedress timing and sulfur/zinc where soils are sandy or high pH.


leaf_id: Leaf 65 - A

tips: Scout for leaf disease, root restriction, and herbicide injury before treating the field uniformly.


leaf_id: Leaf 65 - B


leaf_id: Leaf 65 - C


leaf_id: Leaf 65 - D


leaf_id: Leaf 65 - E


leaf_id: Leaf 65 - F


leaf_id: Leaf 66 - A


leaf_id: Leaf 66 - B


leaf_id: Leaf 66 - C


leaf_id: Leaf 66 - D


leaf_id: Leaf 66 - E


leaf_id: Leaf 66 - F


leaf_id: Leaf 67 - A


leaf_id: Leaf 67 - B


leaf_id: Leaf 67 - C


leaf_id: Leaf 67 - D


leaf_id: Leaf 67 - E


leaf_id: Leaf 67 - F


leaf_id: Leaf 68 - A


leaf_id: Leaf 68 - B


leaf_id: Leaf 68 - C


leaf_id: Leaf 68 - D


leaf_id: Leaf 68 - E


leaf_id: Leaf 68 - F


leaf_id: Leaf 69 - A


leaf_id: Leaf 69 - B


leaf_id: Leaf 69 - C


leaf_id: Leaf 69 - D


leaf_id: Leaf 69 - E


leaf_id: Leaf 69 - F


leaf_id: Leaf 70 - A

tips: Check nitrogen, magnesium, and pH; pair the scan with the newest fully expanded leaf.


leaf_id: Leaf 70 - B


leaf_id: Leaf 70 - C


leaf_id: Leaf 70 - D


leaf_id: Leaf 70 - E


leaf_id: Leaf 70 - F


leaf_id: Leaf 71 - A

tips: Inspect for mites, whiteflies, viral symptoms, and heat stress; compare sun and shade leaves.


leaf_id: Leaf 71 - B


leaf_id: Leaf 71 - C


leaf_id: Leaf 71 - D


leaf_id: Leaf 71 - E


leaf_id: Leaf 71 - F


leaf_id: Leaf 72 - A


leaf_id: Leaf 72 - B


leaf_id: Leaf 72 - C


leaf_id: Leaf 72 - D


leaf_id: Leaf 72 - E


leaf_id: Leaf 72 - F


leaf_id: Leaf 73 - A


leaf_id: Leaf 73 - B


leaf_id: Leaf 73 - C


leaf_id: Leaf 73 - D


leaf_id: Leaf 73 - E


leaf_id: Leaf 73 - F


leaf_id: Leaf 74 - A


leaf_id: Leaf 74 - B


leaf_id: Leaf 74 - C


leaf_id: Leaf 74 - D


leaf_id: Leaf 74 - E


leaf_id: Leaf 74 - F


leaf_id: Leaf 75 - A


leaf_id: Leaf 75 - B


leaf_id: Leaf 75 - C


leaf_id: Leaf 75 - D


leaf_id: Leaf 75 - E


leaf_id: Leaf 75 - F


crop: potato

crop_display: Potato

species: Solanum tuberosum

leaf_id: Leaf 76 - A

tips: Scout for early blight, late blight, and pest damage; compare upper and lower canopy leaves.


leaf_id: Leaf 76 - B

tips: Keep tuber bulking irrigation steady; water swings reduce canopy vigor quickly.


leaf_id: Leaf 76 - C


leaf_id: Leaf 76 - D


leaf_id: Leaf 76 - E


leaf_id: Leaf 76 - F


leaf_id: Leaf 77 - A


leaf_id: Leaf 77 - B


leaf_id: Leaf 77 - C


leaf_id: Leaf 77 - D


leaf_id: Leaf 77 - E


leaf_id: Leaf 77 - F


leaf_id: Leaf 78 - A


leaf_id: Leaf 78 - B


leaf_id: Leaf 78 - C


leaf_id: Leaf 78 - D


leaf_id: Leaf 78 - E


leaf_id: Leaf 78 - F


leaf_id: Leaf 79 - A


leaf_id: Leaf 79 - B

tips: Review nitrogen timing and petiole nitrate history; confirm that yellowing is not late blight or natural senescence.


leaf_id: Leaf 79 - C


leaf_id: Leaf 79 - D


leaf_id: Leaf 79 - E


leaf_id: Leaf 79 - F


leaf_id: Leaf 80 - A


leaf_id: Leaf 80 - B


leaf_id: Leaf 80 - C


leaf_id: Leaf 80 - D


leaf_id: Leaf 80 - E


leaf_id: Leaf 80 - F


leaf_id: Leaf 81 - A


leaf_id: Leaf 81 - B


leaf_id: Leaf 81 - C


leaf_id: Leaf 81 - D


leaf_id: Leaf 81 - E


leaf_id: Leaf 81 - F


leaf_id: Leaf 82 - A


leaf_id: Leaf 82 - B


leaf_id: Leaf 82 - C


leaf_id: Leaf 82 - D


leaf_id: Leaf 82 - E


leaf_id: Leaf 82 - F


leaf_id: Leaf 83 - A


leaf_id: Leaf 83 - B


leaf_id: Leaf 83 - C


leaf_id: Leaf 83 - D


leaf_id: Leaf 83 - E


leaf_id: Leaf 83 - F


leaf_id: Leaf 84 - A


leaf_id: Leaf 84 - B


leaf_id: Leaf 84 - C


leaf_id: Leaf 84 - D


leaf_id: Leaf 84 - E


leaf_id: Leaf 84 - F