Paper Citation Record · LEDGER

AQUAH: Automatic Quantification and Unified Agent in Hydrology

As of 9 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 2 inbound Pith citation observations for arXiv:2508.02936.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.02936 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:52:21.467985Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T09:48:48.674751Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-20T13:28:18.871428Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy21
unresolved6
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b4c540f-bb30-484c-893f-2b8d92a19ed1 · outbound

This paper cites thinking.

AQUAH: Automatic Quantification and Unified Agent in Hydrology thinking

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:25.197375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e0f7a8e2-3df5-46f3-a06b-fd869e46c9ef · outbound

This paper cites The pavics- hydro platform: A virtual laboratory for hydroclimatic mod- elling and forecasting over north america.

AQUAH: Automatic Quantification and Unified Agent in Hydrology The pavics- hydro platform: A virtual laboratory for hydroclimatic mod- elling and forecasting over north america

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:25.078561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 63143cec-270f-426e-a84c-26f04212ec10 · outbound

This paper cites Hess opinions: Advocating process modeling and de-emphasizing parameter estimation.Hydrol- ogy and Earth System Sciences, 20(4):1433–1445, 2016.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Hess opinions: Advocating process modeling and de-emphasizing parameter estimation.Hydrol- ogy and Earth System Sciences, 20(4):1433–1445, 2016

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:24.896003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75264e53-fddd-4142-8d0a-0d719e83bcef · outbound

This paper cites Terramesh: A plane- tary mosaic of multimodal earth observation data.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Terramesh: A plane- tary mosaic of multimodal earth observation data

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:24.729042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 16b0992e-306a-4521-b699-598d39f8be29 · outbound

This paper cites Using expert and non-expert models of climate change to enhance communi- cation.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Using expert and non-expert models of climate change to enhance communi- cation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:24.567958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9b7223a3-d319-419f-87a5-5f1d09e89375 · outbound

This paper cites Conus- wide model calibration and validation for crestv3.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Conus- wide model calibration and validation for crestv3

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:24.423342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eb50a390-0847-494c-a0be-16017e3e5558 · outbound

This paper cites The ensemble framework for flash flood forecasting (ef5) v1.

AQUAH: Automatic Quantification and Unified Agent in Hydrology The ensemble framework for flash flood forecasting (ef5) v1

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:24.204504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e4f5fb37-63a0-4aed-b9ec-9180dd66ce1c · outbound

This paper cites an unresolved cited work.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:52:24.046062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c44487e5-202c-4afd-8784-6b633224c215 · outbound

This paper cites Applications of the swat model special section: overview and insights.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Applications of the swat model special section: overview and insights

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:23.903569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 15b3c170-60e2-402d-a116-11859375b0bc · outbound

This paper cites Gemini 2.5 flash: A hybrid reasoning ai model.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Gemini 2.5 flash: A hybrid reasoning ai model

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:23.754897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a37fc35-9441-4120-93e5-af628835e767 · outbound

This paper cites TerraMind: Large-Scale Generative Multimodality for Earth Observation.

AQUAH: Automatic Quantification and Unified Agent in Hydrology TerraMind: Large-Scale Generative Multimodality for Earth Observation

Reference 11

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Source-reported events for the cited work

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Observation 397e2bb4-706d-4343-9326-bcf56980efb9 · outbound

This paper cites A survey on llm-based multi-agent systems: workflow, infras- tructure, and challenges.

AQUAH: Automatic Quantification and Unified Agent in Hydrology A survey on llm-based multi-agent systems: workflow, infras- tructure, and challenges

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:23.593397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 24312717-febe-4c18-b68a-8ce2d45a744e · outbound

This paper cites Crest-imap v1.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Crest-imap v1

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:23.435281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed890d90-9db0-4279-a3d9-800ff407f6c4 · outbound

This paper cites The con- terminous united states are projected to become more prone to flash floods in a high-end emissions scenario.

AQUAH: Automatic Quantification and Unified Agent in Hydrology The con- terminous united states are projected to become more prone to flash floods in a high-end emissions scenario

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:23.303950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4aff5f2c-8d67-4dcd-9afd-a5b29ab97c4d · outbound

This paper cites A decadal review of the crest model family: Developments, applications, and out- look.

AQUAH: Automatic Quantification and Unified Agent in Hydrology A decadal review of the crest model family: Developments, applications, and out- look

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:23.155926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation acd5ce01-2be6-4a5e-838a-61f98efd099a · outbound

This paper cites DeepSeek-V3 Technical Report.

AQUAH: Automatic Quantification and Unified Agent in Hydrology DeepSeek-V3 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T04:52:20.480689Z

Source-reported events for the cited work

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Observation 91c7b04f-b80e-418e-a2a4-20f484bed45d · outbound

This paper cites Dilemmas in developing models for long-term drought risk management: The case of the national water model of the netherlands.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Dilemmas in developing models for long-term drought risk management: The case of the national water model of the netherlands

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:22.977012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 91e358d9-5bf9-4ae2-952a-a1a99d9121fd · outbound

This paper cites Gpt-4o system card, 2024.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Gpt-4o system card, 2024

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:22.752400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4bbc8259-4821-452d-80eb-0f9d7be9c52b · outbound

This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T04:52:20.810562Z

Source-reported events for the cited work

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Observation df753381-c8fa-4e19-85f9-6ebc571dd25c · outbound

This paper cites Gpt-4 is here: what scientists think.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Gpt-4 is here: what scientists think

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:22.631371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f009d3de-1715-4750-b81d-81d7d74935e7 · outbound

This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:22.470192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8dfc5b70-fac2-453b-a000-62370babed58 · outbound

This paper cites Prithvi-eo-2.0: A versatile multi-temporal foundation model for earth observation ap- plications.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Prithvi-eo-2.0: A versatile multi-temporal foundation model for earth observation ap- plications

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T04:52:21.088011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 758dbc7a-0e64-4dd8-aea0-e3fac58c342f · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Gemma: Open Models Based on Gemini Research and Technology

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T04:52:21.179095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f994e7fc-f8b5-4c2c-b3b4-368065e5f74e · outbound

This paper cites The coupled routing and excess storage (crest) distributed hydrological model.

AQUAH: Automatic Quantification and Unified Agent in Hydrology The coupled routing and excess storage (crest) distributed hydrological model

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:22.269135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2828a8d0-799d-4615-a3e5-aebb29e53090 · outbound

This paper cites Pcssr-dnnwa: A physical constraints based surface snowfall rate retrieval algorithm us- ing deep neural networks with attention module.

AQUAH: Automatic Quantification and Unified Agent in Hydrology Pcssr-dnnwa: A physical constraints based surface snowfall rate retrieval algorithm us- ing deep neural networks with attention module

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:22.140336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f4607b4-37a0-436c-9948-07d640f28250 · outbound

This paper cites React: Synergizing rea- soning and acting in language models.

AQUAH: Automatic Quantification and Unified Agent in Hydrology React: Synergizing rea- soning and acting in language models

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:21.929447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3969dee5-c7ba-44c6-b0fb-06bb11ffc785 · outbound

This paper cites I want to simulate the streamflow of the Mad–Redwood basin from 2020 to 2022.

AQUAH: Automatic Quantification and Unified Agent in Hydrology I want to simulate the streamflow of the Mad–Redwood basin from 2020 to 2022

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:52:21.777426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation e651fbe2-18f9-4b54-b8d7-bdb4daeb666d · inbound

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL cites this paper.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL AQUAH: Automatic Quantification and Unified Agent in Hydrology

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:28:18.873496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1a70e480-4876-471d-8bea-8aa46cc048d7 · inbound

An Agentic Interface for End-to-End Probabilistic Seismic Hazard and Risk Analysis cites this paper.

An Agentic Interface for End-to-End Probabilistic Seismic Hazard and Risk Analysis AQUAH: Automatic Quantification and Unified Agent in Hydrology

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T09:48:48.674751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.