ArticleScientific reports2026
Limited on-demand water delivery as a managerial strategy to enhance operational flexibility in pressurized irrigation networks.
Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Implementing fully on-demand irrigation in existing rotational networks often requires extensive and costly infrastructure rehabilitation, limiting its practical applicability in many irrigation systems. Therefore, identifying operational strategies capable of improving delivery flexibility without major structural modification remains a critical challenge. In this study, limited on-demand operation was evaluated as an intermediate operational strategy for two pressurized drip irrigation networks in Iran operating under rotational water distribution systems: the gravity-fed Ziviyeh network and the pump-supplied Lali network. Hydraulic performance under different operational scenarios was simulated using the COPAM modeling framework, while network flexibility was evaluated using the Delivery Flexibility Index (DFI). The results showed that neither network could reliably support fully on-demand operation under existing conditions because the minimum required hydrant pressure was satisfied in only 10% and 13% of operational combinations in the Ziviyeh and Lali networks, respectively. In addition, pressure-deficit conditions affected approximately 26% and 27% of hydrants in the Ziviyeh and Lali networks, respectively, under a 90% probability of occurrence. However, under limited on-demand operation, pressure deficits occurred in less than 2% of hydrants for DFI values up to 3 in the Ziviyeh network and 4.5 in the Lali network, while hydraulic reliability remained within acceptable limits. These findings demonstrate that DFI-based operational management can substantially improve delivery flexibility without requiring physical infrastructure upgrades. The proposed approach provides a practical and economically feasible transitional modernization strategy for pressurized irrigation networks operating under water-scarcity and financial constraints.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.