PILLAR GROUP 01 · CROP INTELLIGENCE

Catch leaf disease early, know your soil’s real appetite, and forecast harvest before the mandi rush.

Three field-calibrated tools built for smallholders and FPO agronomists. No expensive hardware required to start — begin with your phone camera and village weather feed, and add soil probes as you grow.

FIELD DATA ARCHITECTURE OFFLINE-FIRST SYNC
01. LEAF CAMERA Lesion & pest scan 02. WEATHER + HIST 5-yr plot & rain log 03. SOIL INPUT Photo or root probe PLOT ACTION CARD • Verified Diagnosis (94.2%) • Exact Dosage per Acre • 18.6–20.2 Qtl/Ac Forecast • NPK Split Fertilizer Plan
CROP USP 01 / 03 · COMPUTER VISION IN THE FIELD

Crop Disease & Pest Detection from Leaf Photos

When a fungal blight or borer hits a plot, waiting a week for an input dealer visit often costs 25% of the harvest. Farmers snap a close-up photo of the affected leaf, stem, or boll — even offline — and receive an immediate diagnosis with locally approved organic and chemical dosages.

STEP 01

Snap Leaf Photo in Field

Take 1–2 close-up photos of the top and underside of the affected leaf using any smartphone camera.

STEP 02

Lesion & Pattern Check

Our model compares lesion rings, vein yellowing, and pest frass against 420,000+ agronomist-labeled Indian field photos.

STEP 03

Honest Confidence Score

Displays the exact match percentage and flags if a second photo or FPO agronomist call is recommended.

STEP 04

Local Dosage & Follow-Up

Provides biological/organic controls first, exact gram-per-liter chemical dosage second, and a 7-day recovery check.

INTERACTIVE FIELD DIAGNOSIS MOCKUP · BEFORE & AFTER TREATMENT
Tomato (Hybrid Abhinav) · 52 Days After Transplanting 94.2% Match (High Confidence · 18,400 Field Samples)
VISION SCAN: 3 LESION CLUSTERS
Location: Niphad Block, Nashik District Camera: 8MP Android · Offline Queued
IDENTIFIED CONDITION

Early Blight (Alternaria solani)

Moderate — Lower Canopy (14% Leaf Area Affected)

Concentric target-ring dark brown lesions on older lower leaves with yellow halo border.

RECOMMENDED FIELD TREATMENT (2 TIERS)
TIER A · BIOLOGICAL & CULTURAL CONTROL

Remove infected bottom leaves; spray Neem Kernel Extract (NSKE 5%) + Trichoderma viride @ 5g/liter.

TIER B · TARGETED CHEMICAL DOSAGE (IF SPREAD > 10%)

Mancozeb 75% WP @ 2.5g/liter of water (500g per acre in 200L water). Avoid spraying during peak noon sun.

7-DAY FOLLOW-UP PHOTO VERIFICATION (BEFORE VS. AFTER)
DAY 0 · BEFORE

14.2% Canopy Lesion Spread · High Spore Risk

DAY 7 · AFTER

1.8% Residual Scarring · New Foliage Clean (Day 7 Check)

₹1,450/acre saved by avoiding broad-spectrum fungicide mix
CROP USP 02 / 03 · HONEST CONFIDENCE RANGES

Per-Field Yield Prediction

No crop model can promise a single exact decimal months before harvest — and any platform that does is guessing. Sporos combines your plot’s 5-year harvest history, live local rainfall and degree-days, and root-zone soil moisture to project an honest per-field confidence range.

INPUT 01

Historical Yield Records

Uses 5-year plot harvest receipts, variety maturity days, and district FPO benchmark curves.

INPUT 02

Live Weather Feeds

Tracks cumulative rainfall, growing degree-days (GDD), and flowering-stage heat or dry-spell stress.

INPUT 03

Soil Moisture & NPK

Adjusts expected grain or tuber filling based on real root-zone moisture and fertilizer split timing.

OUTPUT

Per-Field Confidence Band

Produces a low-to-high Quintals/Acre harvest range updated every 7 days through harvest.

INTERACTIVE PER-FIELD YIELD FORECAST MOCKUP
Plot A — Rabi Milling Wheat (4.2 Acres · Alluvial Loam)
18.6 – 20.2 Quintals / Acre

78.1 – 84.8 Quintals Total Harvest (85% Confidence Interval)

HISTORICAL BASELINE: 16.9 Quintals / Acre (5-Year Plot Average)
LIVE WEATHER FACTOR: +14% favorable winter chill hours; zero terminal heat spike forecast through March 22.
SOIL CONDITION FACTOR: Soil moisture at 64% field capacity; basal + first top-dress Nitrogen absorbed cleanly.
GROWTH TRAJECTORY & CONFIDENCE CONE ■ CONFIDENCE RANGE · — ACTUAL · -- 5-YR AVG
TODAY · WK 11 SOWING WK 04 WK 08 WK 11 WK 14 HARVEST
CROP USP 03 / 03 · TWO INPUT PATHS FOR EVERY BUDGET

Soil Health Analysis: NPK, Moisture % & pH Trends

Most farmers apply urea by habit rather than soil need. Sporos supports two practical input paths — start immediately with smartphone topsoil photos paired with your government Soil Health Card, or connect a solar LoRaWAN root probe for continuous 15-minute readings.

INPUT PATH A (NO HARDWARE)

Soil Photo + Card

Snap a wet/dry topsoil photo beside a coin and upload your block Soil Health Card for texture, organic carbon, and moisture estimation.

INPUT PATH B (CONNECTED)

3-Depth Sensor Probe

Push-in solar LoRaWAN probe reads Nitrogen, Phosphorus, Potassium (NPK), volumetric moisture %, and pH at 15cm & 30cm root depths.

SEASON TRACKING

16-Week Trend Line

Watches nutrient drawdown after each irrigation or rain event so leaching and alkalinity lockup are caught early.

FIELD OUTPUT

Split Fertilizer Plan

Recommends exact kg/acre of Urea, DAP, MOP, or farmyard compost for the next crop stage — cutting excess fertilizer waste.

INPUT PATH:
INPUT SOURCE: Connected LoRaWAN 3-Depth Root Probe · Live 15-Minute Telemetry (±1.5% Lab Precision) OPTIMAL ROOT UPTAKE — Delay 3rd Urea Split by 5 Days

Available Nitrogen (N), Phosphorus (P) & Potassium (K) — 16-Week Season Curve

N: 248 kg/ha · P: 31 kg/ha · K: 290 kg/ha

Topsoil Nitrogen is holding steady after Legume intercrop residue incorporation. Reduce final Urea top-dressing by 15 kg/acre.

SEASONAL INPUT SAVING

1.5 bags less Urea & 18,000 liters less irrigation water per acre without sacrificing grain weight.

WK 01 WK 03 WK 06 WK 09 WK 12 WK 14 WK 16
LARGE-FARM & FPO ADD-ON STRIP

Need visibility across 20 to 2,000 acres? Pair Crop Tech with Satellite & Drone Maps.

Our orbital NDVI stress maps flag moisture or pest trouble across large blocks every 5 days, and export zone prescription maps directly to spray drones — treating only the stressed zones instead of blanket-spraying healthy crops.

01 · NDVI SATELLITE STRESS MAPPING

Healthy / Stressed / Critical field-zone legend updated every 5 days.

02 · DRONE SPRAYING OPTIMIZATION

Maps "Needs Treatment" vs. "No Treatment Needed" zones to cut chemical use by up to 68%.

Explore Satellite, Drone & Weather Page →