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farm vitals ⊗ circular-twin decisions · cycle 0
Twin & audit

Simulation view. Farm vitals are modelled from the India Data Sources pipeline (live once agency keys are set on the Agency Keys page); recovery decisions come from the circular-twin engine on synthetic spectra. No claim here is a certified measurement.

Acres watched
23.4
Mean ND-BSI
-0.675
Heat alerts
2
Dry plots
1
Batches routed
17
Recovered value
₹3,03,060
CO₂e avoided
47981.9 t
Clause failures
22
1

Farm vitals

ND-BSI, canopy and moisture per plot, refreshed each cycle.

Rainfed parcel · soybean
Soybean · Shirur Tajband, Latur · 3.4 ac
CRITICAL
ND-BSI -0.577
NDVI 0.51
VWC 31%
Drip parcel · cotton
Cotton · Shirur Tajband, Latur · 2.1 ac
CRITICAL
ND-BSI -0.623
NDVI 0.53
VWC 34%
Fodder parcel + dairy shed
Napier fodder · Shirur Tajband, Latur · 1.2 ac
CRITICAL
ND-BSI -0.690
NDVI 0.42
VWC 21%
Plot 1 · Kharif block
Soybean · Shirur Tajband, Latur · 4.2 ac
CRITICAL
ND-BSI -0.649
NDVI 0.53
VWC 28%
Plot 2 · Canal command
Paddy · Bhadson, Patiala · 6.8 ac
CRITICAL
ND-BSI -0.811
NDVI 0.63
VWC 19%
Plot 3 · Dryland strip
Groundnut · Kalyandurg, Anantapur · 3.1 ac
CRITICAL
ND-BSI -0.712
NDVI 0.73
VWC 36%
Plot 4 · Dairy fodder
Napier fodder · Anand Rural, Anand · 2.6 ac
CRITICAL
ND-BSI -0.662
NDVI 0.49
VWC 35%
2

Livestock & heat load

THI band per plot with animals, plus milk-quality proxy.

Shirur TajbandMild stress
THI 79
Tmax 32°
RH 61%
Animals 0
Somatic cell proxy 132k · no animals
Shirur TajbandModerate stress
THI 84
Tmax 36°
RH 61%
Animals 0
Somatic cell proxy 112k · no animals
Shirur TajbandMild stress
THI 75
Tmax 29°
RH 69%
Animals 7
Somatic cell proxy 364k · herd on site
Shirur TajbandMild stress
THI 78
Tmax 31°
RH 70%
Animals 6
Somatic cell proxy 455k · herd on site
BhadsonMild stress
THI 78
Tmax 30°
RH 86%
Animals 12
Somatic cell proxy 357k · herd on site
KalyandurgModerate stress
THI 87
Tmax 39°
RH 55%
Animals 4
Somatic cell proxy 463k · herd on site
Anand RuralModerate stress
THI 89
Tmax 38°
RH 78%
Animals 21
Somatic cell proxy 299k · herd on site
3

Decision queue

Farm actions and blocked recovery batches merged into one ranked worklist.

CriticalRainfed parcel · soybean · Latur

Bio-stack is failing on Rainfed parcel · soybean. Send a scout today and hold all fertiliser until the cause is known.

CriticalDrip parcel · cotton · Latur

Bio-stack is failing on Drip parcel · cotton. Send a scout today and hold all fertiliser until the cause is known.

CriticalFodder parcel + dairy shed · Latur

Bio-stack is failing on Fodder parcel + dairy shed. Send a scout today and hold all fertiliser until the cause is known.

CriticalPlot 1 · Kharif block · Latur

Bio-stack is failing on Plot 1 · Kharif block. Send a scout today and hold all fertiliser until the cause is known.

CriticalPlot 2 · Canal command · Patiala

Bio-stack is failing on Plot 2 · Canal command. Send a scout today and hold all fertiliser until the cause is known.

CriticalPlot 3 · Dryland strip · Anantapur

Bio-stack is failing on Plot 3 · Dryland strip. Send a scout today and hold all fertiliser until the cause is known.

CriticalPlot 3 · Dryland strip · Anantapur

Heat stress on your 4 animals (THI 87). Run sprinklers and fans between 11am and 4pm, shift feeding to evening.

CriticalPlot 4 · Dairy fodder · Anand

Bio-stack is failing on Plot 4 · Dairy fodder. Send a scout today and hold all fertiliser until the cause is known.

CriticalPlot 4 · Dairy fodder · Anand

Heat stress on your 21 animals (THI 89). Run sprinklers and fans between 11am and 4pm, shift feeding to evening.

4

Recovery routing

Chosen pathway per batch from the QUBO objective, with purity and grade.

BatchDomainRoutePurityContam.GradeValueCO₂eState
Crop residue · PF-01 SoybeanAgri-to-EnergyA · Pyrolysis → biochar + syngas79.6%21.9%B₹21,0705154.46 tcleared
Drainage water · PF-01 SoybeanWater RecyclingC · UV / polish then irrigation80.9%19.4%C₹2,70057.78 tcleared
Mulch film & containers · PF-01 SoybeanPlastic CircularityC · Chemical / feedstock recycling72.4%36.2%C₹1124.41 tcleared
Crop residue · PF-02 CottonAgri-to-EnergyA · Pyrolysis → biochar + syngas78.0%20.7%B₹29,7567279.36 tcleared
Drainage water · PF-02 CottonWater RecyclingC · UV / polish then irrigation79.3%21.6%C₹90019.26 tcleared
Mulch film & containers · PF-02 CottonPlastic CircularityC · Chemical / feedstock recycling70.7%33.1%C₹81231.94 tcleared
Crop residue · PF-03 Napier fodderAgri-to-EnergyA · Pyrolysis → biochar + syngas79.6%20.2%B₹77,40018934.20 tcleared
Drainage water · PF-03 Napier fodderWater RecyclingC · UV / polish then irrigation78.4%27.1%C₹63013.48 tcleared
Mulch film & containers · PF-03 Napier fodderPlastic CircularityC · Chemical / feedstock recycling74.9%30.9%B₹2248.81 tcleared
PET bale · Latur MRFPlastic CircularityC · Chemical / feedstock recycling81.3%15.5%B₹29,1201143.75 tcleared
Mixed polymer · PP intrusionPlastic CircularityC · Chemical / feedstock recycling67.0%45.3%C₹21,840856.55 tcleared
Amber cullet · ceramic rejectGlass CircularityB · Fibreglass / insulation85.4%9.8%A₹21,8401237.65 tcleared
Fruit processing residueFood Waste ValorisationC · Anaerobic digestion (biogas)79.1%18.6%C₹15,9501868.15 tcleared
Paddy straw batch · 18% MCAgri-to-EnergyD · Bio-composite feedstock79.8%19.1%B₹62,16010606.51 tcleared
Reclaimed water W-804Water RecyclingC · UV / polish then irrigation79.2%23.2%C₹4,800102.63 tcleared
Kharif soybean parcel · stressClimate Change TechAgroforestry + residue retention70.8%34.8%C₹9,01010.97 tcleared
Solar pump feeder · middayClean TechSolar pump irrigation window83.1%12.3%B₹4,736651.97 tcleared
5

Standards alerts

Clauses that fail or cannot be judged from sensed channels alone.

pass 18watch 25fail 22undecidable 38
Ash and chlorineundecidable
Crop residue · PF-01 Soybean

Rice straw is a high-silica, high-chlorine feedstock — slagging and corrosion risk is the deciding factor and is absent here.

Net calorific valueundecidable
Crop residue · PF-01 Soybean

Needs bomb calorimetry; the recovered-value term uses an assumed ₹/tonne instead.

Validated method + stated uncertaintyundecidable
Crop residue · PF-01 Soybean

All purity and contamination figures here are synthetic. Nothing on this page is a laboratory result.

Class A microbiological limitundecidable
Drainage water · PF-01 Soybean

Gap: a Raman band ratio is not a CFU count. Unrestricted food-crop irrigation cannot be authorised from a spectral proxy — culture or qPCR is mandatory.

Class A physico-chemical limitsfail
Drainage water · PF-01 Soybean

BOD is a 5-day incubation; the model has no BOD, TSS or turbidity channel, so this stays advisory at best.

Validated method + stated uncertaintyundecidable
Drainage water · PF-01 Soybean

All purity and contamination figures here are synthetic. Nothing on this page is a laboratory result.

Food-grade input ≥95% target polymerfail
Mulch film & containers · PF-01 Soybean

Below food-contact input purity — the model routes it to non-food applications, which matches the regulation.

Declared foreign polymer + non-plastic contaminantsfail
Mulch film & containers · PF-01 Soybean

EN 15347 requires declaration, not a single universal limit; the 5% figure is typical bottle-to-bottle practice.

Open the full clause-by-clause audit →
6

Carbon & MRV ledger

Avoided emissions by domain for this sweep, plus stored twins.

Crop residue · PF-01 Soybean5154.46 t
Drainage water · PF-01 Soybean57.78 t
Mulch film & containers · PF-01 Soybean4.41 t
Crop residue · PF-02 Cotton7279.36 t
Drainage water · PF-02 Cotton19.26 t
Mulch film & containers · PF-02 Cotton31.94 t
Crop residue · PF-03 Napier fodder18934.20 t
Drainage water · PF-03 Napier fodder13.48 t
Mulch film & containers · PF-03 Napier fodder8.81 t
PET bale · Latur MRF1143.75 t
Mixed polymer · PP intrusion856.55 t
Amber cullet · ceramic reject1237.65 t
Fruit processing residue1868.15 t
Paddy straw batch · 18% MC10606.51 t
Reclaimed water W-804102.63 t
Kharif soybean parcel · stress10.97 t
Solar pump feeder · midday651.97 t
Sweep total
47981.9 t
On ledger
0.0 t

Modelled factors only — a creditable claim still needs baseline, additionality, leakage and third-party verification.

7

Livelihood & value

Mandi prices on the farm side, recovered value on the material side.

Soybean
Latur mandi
₹4,741/qtl
▲ 0.4%
Cotton
Latur mandi
₹7,164/qtl
▼ 4.2%
Napier fodder
Latur mandi
₹307/qtl
▼ 4.2%
Soybean
Latur mandi
₹4,766/qtl
▲ 1.0%
Paddy
Rajpura mandi
₹2,281/qtl
▼ 1.7%
Groundnut
Anantapur mandi
₹6,238/qtl
▼ 3.7%
Napier fodder
Anand mandi
₹307/qtl
▼ 4.0%
Recovery value (sweep)
₹3,03,060
Mass handled
26266 u
8

System & custody health

Feed provenance, twin chain integrity and link status.

Canopy
modelled
Weather
modelled
Mandi
modelled
Twins on ledger0
Chain integrityno records
Ledger value₹0
Held batches0

Store batches on the Circular Twin page to populate the custody ledger on this device.