HomeResearch
Science that ends up in the field.
Peer-reviewed research from our scientists and university partners, in breeding, indoor growing, plant imaging and satellite crop mapping.
Label-efficient hyperspectral classification that transfers to unseen crops and regions
A spectral–spatial classifier trained on 1 to 10% of labels, with at most two tuned settings, that transfers across scenes without retraining.
Read the deep divePublications
All research.
Each paper has a short deep dive with the key results, charts drawn from the paper’s own data and a link to the full text.

Label-efficient hyperspectral classification that transfers to unseen crops and regions
A spectral–spatial classifier trained on 1 to 10% of labels, with at most two tuned settings, that transfers across scenes without retraining.
Sensors (MDPI) · with IIT MadrasRead the deep dive
Red–blue LED spectra and photoperiod shorten crop duration and advance flowering in hydroponic arugula
Two cultivars under four red–blue LED regimes at 16 and 18 h: crop duration fell by 17 days and flowering came up to 27 days earlier.
J. Advances in Biology & Biotechnology · with Malla Reddy UniversityRead the deep dive
Wild Abelmoschus derivatives as stable sources of resistance to okra yellow vein mosaic virus
Field screening of 158 accessions over two sowings identified resistant wild derivatives and the weather that drives disease.
J. Horticultural Sciences · with ICAR-NBPGRRead the deep dive
Metabolomic determinants of saffron quality and the analytical methods used to measure them
A review of the metabolites behind saffron quality and the methods, from chromatography to chemometrics, used to measure them.
CRC Press book chapter · UrbanKisaan scientistsRead the deep dive
Benchmarking three satellite time-series models for grape and strawberry classification in California
SITS-BERT++, PSE-LTAE and AR-STAR on Sentinel-2 time series: the best model differs between grapes and strawberries.
IEEE InGARSS 2025 · with Sri Sathya Sai Institute of Higher LearningRead the deep dive
Transcriptomic evidence of distinct rice defence responses to brown and white-backed planthoppers
RNA-seq of a resistant line after infestation shows shared and pest-specific defence pathways against BPH and WBPH.
Rice (Springer) · with Agri Biotech FoundationRead the deep diveWho does the work
Scientists who publish.
Dr Sairam Reddy Palicherla
Co-founder and CSOPlant breeder. Postdoctoral research at IISc and the University of Delaware. 27 papers · 553 citations
Dr Praveen Pankajakshan
Chief AI ScientistBuilds AI that reads plant and satellite images. Co-author of Icy, published in Nature Methods. 39 papers
Dr Mithun Chakraborty
Crop Innovation LeadRuns our crop trials, from virus-resistant tomato breeding to indoor LED light settings. Co-author on 2 papers here
Co-authors from
Paper and citation counts: ResearchGate and Semantic Scholar, September 2026.