Paper Citation Record · LEDGER

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution

As of 14 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 2 inbound Pith citation observations for arXiv:2502.07814.

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pith.paper-citation-record.v1
2502.07814 v1

Coverage vector

measured 55 of 55 reference resolution

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measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:50:46.948058Z

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

Source: pith, observed 2026-08-07T04:33:49.283406Z

Reference resolution

55 of 55 outbound references displayed

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External citation measurements

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Outbound references

Observation d916e326-8711-4e8d-8426-fba684858190 · outbound

This paper cites Conditional diffusion models for downscaling & bias correction of earth system model precipitation.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Conditional diffusion models for downscaling & bias correction of earth system model precipitation

Reference 1

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Observation 7f35a346-531e-415f-bf1c-f775c0a3ac40 · outbound

This paper cites Unpaired downscaling of fluid flows with diffusion bridges.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Unpaired downscaling of fluid flows with diffusion bridges

Reference 2

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Observation ff059e59-6879-4d16-915e-75b50f7b321f · outbound

This paper cites Machine learning framework for high-resolution air temperature downscaling using lidar-derived urban morphological features.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Machine learning framework for high-resolution air temperature downscaling using lidar-derived urban morphological features

Reference 3

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Observation f591891c-d341-43d9-9fc4-6cc98047de8b · outbound

This paper cites Cligan: A struc- turally sensitive convolutional neural network model for sta- tistical downscaling of precipitation from multi-model en- sembles.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Cligan: A struc- turally sensitive convolutional neural network model for sta- tistical downscaling of precipitation from multi-model en- sembles

Reference 4

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Observation 1c59bb48-25e3-4c42-8b2d-ce406b9241c9 · outbound

This paper cites Swinrdm: integrate swinrnn with diffusion model towards high-resolution and high-quality weather forecasting.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Swinrdm: integrate swinrnn with diffusion model towards high-resolution and high-quality weather forecasting

Reference 5

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Observation 7d1eb750-8615-495e-a321-8cc059bfc1cd · outbound

This paper cites Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey

Reference 6

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Observation b7e1001a-94cf-43cb-820e-40f2f4175369 · outbound

This paper cites Adversarial-learning-based image-to-image transformation: A survey.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Adversarial-learning-based image-to-image transformation: A survey

Reference 7

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Observation a031b33c-1e82-4c9b-8a07-a6386f94e3a6 · outbound

This paper cites Estimating daily me- teorological data and downscaling climate models over land- scapes.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Estimating daily me- teorological data and downscaling climate models over land- scapes

Reference 8

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Observation 7de10c52-30ed-4e70-9943-ce87c0e28ad3 · outbound

This paper cites Diffusion models beat gans on image synthesis.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Diffusion models beat gans on image synthesis

Reference 9

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Observation fbdfdf1b-88de-452b-a298-73e7f3cb12af · outbound

This paper cites Stream- flow intermittence in europe: Estimating high-resolution monthly time series by downscaling of simulated runoff and random forest modeling.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Stream- flow intermittence in europe: Estimating high-resolution monthly time series by downscaling of simulated runoff and random forest modeling

Reference 10

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Observation 4590e143-f09c-4859-b690-5e6b6fa4b021 · outbound

This paper cites Spatial downscaling of trmm precipitation data based on the orographical effect and meteorological conditions in a mountainous area.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Spatial downscaling of trmm precipitation data based on the orographical effect and meteorological conditions in a mountainous area

Reference 11

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Observation fa9c884b-1338-4c53-bbad-913a4e628118 · outbound

This paper cites Generative dif- fusion prior for unified image restoration and enhancement.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Generative dif- fusion prior for unified image restoration and enhancement

Reference 12

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Observation 2c3b8f5f-f591-4ed8-b67e-98338517af75 · outbound

This paper cites Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 13

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Observation f5df4bb9-5e9e-40f8-8759-7f0423ed1822 · outbound

This paper cites Implicit diffusion models for continu- ous super-resolution.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Implicit diffusion models for continu- ous super-resolution

Reference 14

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Observation b501a95f-42ad-4300-a6f2-f1fb28c5e7c4 · outbound

This paper cites Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting

Reference 15

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Observation 5fc1550a-2077-439c-be55-54a76e2a38d9 · outbound

This paper cites The era5 global reanalysis.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution The era5 global reanalysis

Reference 16

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Observation 97f098ed-bada-431b-8fb7-c9970c1f4a7c · outbound

This paper cites Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Machine Learning.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Machine Learning

Reference 17

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Observation af969ce0-08ee-4dc7-9370-3b9efb7302b0 · outbound

This paper cites Denoising dif- fusion probabilistic models.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Denoising dif- fusion probabilistic models

Reference 18

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Observation 5dde8620-65ea-49f4-9b06-b10f740c27c7 · outbound

This paper cites Cascaded diffu- sion models for high fidelity image generation.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Cascaded diffu- sion models for high fidelity image generation

Reference 19

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Observation 9033a788-04eb-4d76-9086-5614c8f48ae9 · outbound

This paper cites Task decoupled framework for reference-based super-resolution.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Task decoupled framework for reference-based super-resolution

Reference 20

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Observation 8e19bf5b-ee23-469c-b001-a393fa67cb1c · outbound

This paper cites Ccnet: Criss-cross attention for semantic segmentation.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Ccnet: Criss-cross attention for semantic segmentation

Reference 21

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Observation 27eb7be2-1685-4018-8ed9-65642cc682fd · outbound

This paper cites Robust reference-based super-resolution via c2-matching.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Robust reference-based super-resolution via c2-matching

Reference 22

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Observation 6cbc28aa-025d-4282-a275-e3a00ef6179c · outbound

This paper cites Srdiff: Single image super-resolution with diffusion probabilistic models.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Srdiff: Single image super-resolution with diffusion probabilistic models

Reference 23

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Observation d9ce00b5-3ceb-4efd-8021-b30a33fe636a · outbound

This paper cites DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling

Reference 24

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Observation 33181b65-2450-4c65-9a8f-e32be8d47c5f · outbound

This paper cites Diffusion model with detail complement for super-resolution of remote sensing.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Diffusion model with detail complement for super-resolution of remote sensing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:22.138767Z

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Observation e4dc9886-5a8d-461b-acc1-d0d785df9c54 · outbound

This paper cites PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-08T18:13:21.478100Z

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Observation 3a040b4f-161b-496d-bd9b-29041066c62e · outbound

This paper cites Deriving accurate surface meteorological states at arbi- trary locations via observation-guided continous neural field modeling.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Deriving accurate surface meteorological states at arbi- trary locations via observation-guided continous neural field modeling

Reference 27

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Observation 081f7fe3-15f8-4a1f-83ad-5e0bf8d3b5dc · outbound

This paper cites Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method

Reference 28

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Observation 83d41b6c-1130-4bea-a943-4b6285cffe84 · outbound

This paper cites MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling

Reference 29

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Observation 64f22c4a-67da-4d49-9373-3ada24d962c2 · outbound

This paper cites Dynamical-generative downscaling of climate model ensembles.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Dynamical-generative downscaling of climate model ensembles

Reference 30

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Observation acbbf818-f1f2-4ee3-9c9e-fda87aec624e · outbound

This paper cites Bias correcting climate change simulations-a critical review.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Bias correcting climate change simulations-a critical review

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:22.106548Z

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Observation 602ab8b0-21cc-47c3-969a-077f5ee9be8f · outbound

This paper cites Data driven weather forecasts trained and initialised directly from observations.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Data driven weather forecasts trained and initialised directly from observations

Reference 32

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This paper cites Pulse: Self-supervised photo upsam- pling via latent space exploration of generative models.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Pulse: Self-supervised photo upsam- pling via latent space exploration of generative models

Reference 33

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Observation 301c64e2-885e-4066-9d0c-fb66b0815b3e · outbound

This paper cites AI Foundation Models for Weather and Climate: Applications, Design, and Implementation.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution AI Foundation Models for Weather and Climate: Applications, Design, and Implementation

Reference 34

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Observation 300cb1cf-bc29-4020-aead-c90c0c7db327 · outbound

This paper cites Exploiting deep generative prior for versatile image restoration and manipulation.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Exploiting deep generative prior for versatile image restoration and manipulation

Reference 35

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Observation 8c5a8dda-c3b3-46ab-a640-b01c27a2be84 · outbound

This paper cites A dynamically downscaled ensemble of fu- ture projections for the california current system.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution A dynamically downscaled ensemble of fu- ture projections for the california current system

Reference 36

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Observation e13bd8e3-ce81-44e0-832e-c15292192105 · outbound

This paper cites Fatezero: Fus- ing attentions for zero-shot text-based video editing.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Fatezero: Fus- ing attentions for zero-shot text-based video editing

Reference 37

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Observation 4e677645-9a03-43d8-ae2d-e2add9aba883 · outbound

This paper cites Global precipitation measurement cold season pre- cipitation experiment (gcpex): For measurement’s sake, let it snow.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Global precipitation measurement cold season pre- cipitation experiment (gcpex): For measurement’s sake, let it snow

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:21.939551Z

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Observation dad4f15c-922b-4bf5-93ad-e9bf015ea810 · outbound

This paper cites Deep learning in statistical down- scaling for deriving high spatial resolution gridded meteoro- logical data: A systematic review.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Deep learning in statistical down- scaling for deriving high spatial resolution gridded meteoro- logical data: A systematic review

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:21.925188Z

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Observation 61084d38-cada-40f7-a13f-4d194432745b · outbound

This paper cites Taming Generative Diffusion Prior for Universal Blind Image Restoration.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Taming Generative Diffusion Prior for Universal Blind Image Restoration

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-08T18:13:21.378484Z

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Observation be272cc8-aef0-4382-b644-c8d5f5fd313e · outbound

This paper cites Global atmospheric data assimilation with multi-modal masked autoencoders.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Global atmospheric data assimilation with multi-modal masked autoencoders

Reference 41

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Observation f9ce2202-3e23-4c78-8664-afb3a2c85750 · outbound

This paper cites Aardvark weather: end-to-end data-driven weather forecasting.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Aardvark weather: end-to-end data-driven weather forecasting

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T18:13:21.212988Z

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Observation 4eed982b-516a-40b5-a979-2f2393ee4147 · outbound

This paper cites A method for land surface temperature retrieval based on model-data-knowledge-driven and deep learning.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution A method for land surface temperature retrieval based on model-data-knowledge-driven and deep learning

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:21.910522Z

Source-reported events for the cited work

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Observation 938bee88-67ef-4a81-8808-eb6cc5feaa71 · outbound

This paper cites Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 44

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Source-reported events for the cited work

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Observation 10d475f7-e233-4fe3-8270-8778d701d23b · outbound

This paper cites Spatial downscaling of grace-derived groundwater storage changes across diverse climates and human interventions with random forests.Jour- nal of Hydrology, 640:131708, 2024.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Spatial downscaling of grace-derived groundwater storage changes across diverse climates and human interventions with random forests.Jour- nal of Hydrology, 640:131708, 2024

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:21.896545Z

Source-reported events for the cited work

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Observation 6af0288b-6a79-4539-a6d5-a33e742e81cd · outbound

This paper cites Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations

Reference 46

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Observation a68498c2-4e61-4e50-8d5c-386aa9a121e7 · outbound

This paper cites A downscaling-and-fusion framework for generating spatio-temporally complete and fine resolution remotely sensed surface soil moisture.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution A downscaling-and-fusion framework for generating spatio-temporally complete and fine resolution remotely sensed surface soil moisture

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:21.883395Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 54433ef0-37a4-4660-a0b7-e75873506c88 · outbound

This paper cites The former aims to gradually introduce random Gaussian noise into the original images over T dif- fusion steps, ultimately resulting in pure Gaussian noise xT ∼ N(0, I).

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution The former aims to gradually introduce random Gaussian noise into the original images over T dif- fusion steps, ultimately resulting in pure Gaussian noise xT ∼ N(0, I)

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:21.868720Z

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Observation af02d112-edd6-49a0-882c-732f790367a0 · outbound

This paper cites To address the downscaling task at this reso- lution, we employed a patch-based method during the sam- pling process of the conditional DDPM.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution To address the downscaling task at this reso- lution, we employed a patch-based method during the sam- pling process of the conditional DDPM

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:21.853932Z

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Observation 34154652-a4bb-4d33-b110-b0e29cef098b · outbound

This paper cites The pre-trained encoder aims to enhance the feature extraction capabilities of SGD and its downscaling performance.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution The pre-trained encoder aims to enhance the feature extraction capabilities of SGD and its downscaling performance

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:21.839325Z

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Observation 46a53b3e-df35-49f0-8e2c-7f6d128623ff · outbound

This paper cites an unresolved cited work.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:13:21.824238Z

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Observation cee77ce7-e29e-4686-827c-8989869a8c76 · outbound

This paper cites an unresolved cited work.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:13:21.810209Z

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Observation a73fb077-2b37-4965-b723-de3baa53cc26 · outbound

This paper cites 6 shows the running time and resource consumption of SGD during the training and the sampling process.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution 6 shows the running time and resource consumption of SGD during the training and the sampling process

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:13:21.783340Z

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Observation 955a8262-37c1-45f0-91fb-575b60aea253 · outbound

This paper cites an unresolved cited work.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Unresolved cited work

Reference 55

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T18:13:21.768742Z

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Observation 09495634-dcfd-4039-b777-2de9440a584a · outbound

This paper cites an unresolved cited work.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:13:21.795834Z

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Pith citing papers

Observation 3730dd45-7afb-45dd-a877-cb469078c6ab · inbound

ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion cites this paper.

ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution

Reference 1992

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:33:49.380951Z

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Observation 4d64c2a8-6555-42b3-974b-6e0a34244e7b · inbound

MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling cites this paper.

MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T11:50:46.948058Z

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