Multivariate Long-term Time Series Forecasting with Fourier Neural Filter | Paper Citation Record

Observation 06decba2-834c-40a1-bdef-e7c5eb7ed69c · outbound

This paper cites Tfb: Towards comprehensive and fair benchmarking of time series forecasting methods.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Tfb: Towards comprehensive and fair benchmarking of time series forecasting methods

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.469456Z

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Observation defca2b3-4875-4d9d-b080-b94556a5bcdb · outbound

This paper cites Timemixer++: A general time series pattern machine for universal predictive analysis.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Timemixer++: A general time series pattern machine for universal predictive analysis

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.455635Z

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Observation dcbc5373-e832-44be-9ac3-6eec89267623 · outbound

This paper cites A machine learning model for hub-height short-term wind speed prediction.Nature Communi- cations, 16(1):3195, 2025.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter A machine learning model for hub-height short-term wind speed prediction.Nature Communi- cations, 16(1):3195, 2025

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.441456Z

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Observation 5f867787-db29-42f9-bf51-dad43103b3c2 · outbound

This paper cites Fourcastnet: A global data-driven high-resolution weather model using adaptive fourier neural operators.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Fourcastnet: A global data-driven high-resolution weather model using adaptive fourier neural operators

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.427513Z

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Observation a86d8ded-9991-4e37-a7da-5cc0089bc9e7 · outbound

This paper cites Accurate medium-range global weather forecasting with 3d neural networks.Nature, 619(7970):533– 538, 2023.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Accurate medium-range global weather forecasting with 3d neural networks.Nature, 619(7970):533– 538, 2023

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.412804Z

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Observation 77c7dcf9-59b4-43bb-ba7a-3a4976a69456 · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Informer: Beyond efficient transformer for long sequence time-series forecasting

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.398864Z

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Observation 9b9ae189-a153-4a51-ab82-481b2ff214a2 · outbound

This paper cites Forecasting at scale.The American Statistician, 72(1):37–45, 2018.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Forecasting at scale.The American Statistician, 72(1):37–45, 2018

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.384906Z

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Observation 22cced5c-51cf-49a8-b790-ab132de68e59 · outbound

This paper cites N-beats: Neural ba- sis expansion analysis for interpretable time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter N-beats: Neural ba- sis expansion analysis for interpretable time series forecasting

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.371000Z

Source-reported events for the cited work

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Observation c8ea230f-a781-4552-bbae-d14f86ddf294 · outbound

This paper cites Peri- odicity decoupling framework for long-term series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Peri- odicity decoupling framework for long-term series forecasting

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.357019Z

Source-reported events for the cited work

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Observation ea3f641e-aacd-407d-9b46-b3d23c1640cf · outbound

This paper cites A time series is worth 64 words: Long-term forecasting with transformers.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter A time series is worth 64 words: Long-term forecasting with transformers

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.342813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ef0492d-8f62-4345-91e3-70546a89d586 · outbound

This paper cites Multi- resolution time-series transformer for long-term forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Multi- resolution time-series transformer for long-term forecasting

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.328721Z

Source-reported events for the cited work

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Observation 1f0c3494-e411-49b8-98a6-3898b921ad29 · outbound

This paper cites Attention is all you need.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Attention is all you need

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.314779Z

Source-reported events for the cited work

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Observation bb4747c5-2ddf-4cb3-a19e-25aa73fb63d3 · outbound

This paper cites Timesnet: Temporal 2d-variation modeling for general time series analysis.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Timesnet: Temporal 2d-variation modeling for general time series analysis

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.301086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab1458b9-c25b-4de9-aac4-6970380eeba3 · outbound

This paper cites Moderntcn: A modern pure convolution structure for general time series analysis.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Moderntcn: A modern pure convolution structure for general time series analysis

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.286136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29a645ed-380a-4871-ac4e-d55ed0bcedba · outbound

This paper cites Are transformers effective for time series forecasting? InProceedings of AAAI Conference on Artificial Intelligence (AAAI), 2023.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Are transformers effective for time series forecasting? InProceedings of AAAI Conference on Artificial Intelligence (AAAI), 2023

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.271701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3708941-a6fe-4683-b013-fc64fc9e3f9e · outbound

This paper cites Fourier neural operator for parametric partial dif- ferential equations.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Fourier neural operator for parametric partial dif- ferential equations

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.257375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7146493e-a6e4-4e4b-beda-0cd208b1b86f · outbound

This paper cites Adaptive fourier neural operators: Efficient token mixers for transformers.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Adaptive fourier neural operators: Efficient token mixers for transformers

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.241421Z

Source-reported events for the cited work

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Observation 41c455b0-033c-4abd-b633-f23853c2c56c · outbound

This paper cites Crossformer: Transformer utilizing cross-dimension depen- dency for multivariate time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Crossformer: Transformer utilizing cross-dimension depen- dency for multivariate time series forecasting

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.226840Z

Source-reported events for the cited work

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Observation b3403d1e-5bcb-41c2-8058-a3db024d8717 · outbound

This paper cites From similarity to superiority: Channel clustering for time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter From similarity to superiority: Channel clustering for time series forecasting

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.212777Z

Source-reported events for the cited work

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Observation 77378611-51f6-4544-86a2-50bdacaaae68 · outbound

This paper cites Deep learning and the information bottleneck principle.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Deep learning and the information bottleneck principle

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.198290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 55303877-fea8-46a5-be7b-75017a3c8287 · outbound

This paper cites Pathformer: Multi-scale transformers with adaptive pathways for time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Pathformer: Multi-scale transformers with adaptive pathways for time series forecasting

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.184449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09778e9a-17b0-4b23-a3e5-aaebb417de10 · outbound

This paper cites Deep adaptive input normalization for time series forecasting.IEEE Transactions on Neural Networks and Learning Systems, 31(9):3760–3765, 2019.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Deep adaptive input normalization for time series forecasting.IEEE Transactions on Neural Networks and Learning Systems, 31(9):3760–3765, 2019

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.170971Z

Source-reported events for the cited work

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Observation 3925d1fc-a11b-410e-a800-ba8876b7849b · outbound

This paper cites Ddn: Dual-domain dynamic normalization for non-stationary time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Ddn: Dual-domain dynamic normalization for non-stationary time series forecasting

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.156148Z

Source-reported events for the cited work

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Observation c6e2205d-01b7-4f17-855b-024f8870e7b2 · outbound

This paper cites Time- bridge: Non-stationarity matters for long-term time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Time- bridge: Non-stationarity matters for long-term time series forecasting

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.142269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 98cb6a1a-f0b1-4096-9fb9-d84c01e93274 · outbound

This paper cites Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:02:45.546915Z

Source-reported events for the cited work

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Observation 2c55a229-6a82-456a-87ba-420a003d5ed2 · outbound

This paper cites Reversible instance normalization for accurate time-series forecasting against distribution shift.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Reversible instance normalization for accurate time-series forecasting against distribution shift

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.128581Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f888c6c-36fb-4f3b-aab9-f0023e54b232 · outbound

This paper cites Dish-ts: A general paradigm for alleviating distribution shift in time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Dish-ts: A general paradigm for alleviating distribution shift in time series forecasting

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.114106Z

Source-reported events for the cited work

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Observation 9481ba6d-34fe-47f1-8f7d-b5397fd2dbdf · outbound

This paper cites Adaptive normalization for non-stationary time series forecasting: A temporal slice perspec- tive.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Adaptive normalization for non-stationary time series forecasting: A temporal slice perspec- tive

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.097303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0d7be63-bfa2-415c-9cac-24d763d657f3 · outbound

This paper cites Frequency adaptive normalization for non-stationary time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Frequency adaptive normalization for non-stationary time series forecasting

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.082062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a52ceb38-0edb-4fab-9fc7-bde7ce1c1783 · outbound

This paper cites Prformer: Pyramidal recurrent trans- former for multivariate time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Prformer: Pyramidal recurrent trans- former for multivariate time series forecasting

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.068210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fad5a55a-5ac2-45c0-ae6a-74c30bc7136e · outbound

This paper cites Learning to embed time series patches inde- pendently.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Learning to embed time series patches inde- pendently

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.054795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a7b67246-8363-4e55-8b75-4f3fbb8694ba · outbound

This paper cites Hdmixer: Hierarchical dependency with extendable patch for multivariate time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Hdmixer: Hierarchical dependency with extendable patch for multivariate time series forecasting

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.039916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a41ef9a6-7a1d-4cfd-ab33-455292d3f246 · outbound

This paper cites Autoformer: Decomposition trans- formers with auto-correlation for long-term series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Autoformer: Decomposition trans- formers with auto-correlation for long-term series forecasting

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.025301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09a46f08-25c5-4fc2-85de-5097638429a8 · outbound

This paper cites A decoder-only foundation model for time-series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter A decoder-only foundation model for time-series forecasting

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:46.011163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e0eaa92-3743-4d2b-a854-8c491565e582 · outbound

This paper cites Time-moe: Billion-scale time series foundation models with mixture of experts.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Time-moe: Billion-scale time series foundation models with mixture of experts

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.996766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe9be900-09e1-4d26-be5f-5b8bb2d98f8d · outbound

This paper cites Fredf: Learning to forecast in frequency domain.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Fredf: Learning to forecast in frequency domain

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.981607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00cf3c56-d1ec-451e-ab33-e2752afcba40 · outbound

This paper cites Rectified linear units improve restricted boltzmann ma- chines.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Rectified linear units improve restricted boltzmann ma- chines

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.966593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1c4605c-f55b-435c-bf38-094256721f70 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Gaussian Error Linear Units (GELUs)

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T05:02:45.601801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7703718-98e0-43aa-9126-e88ccd394ad7 · outbound

This paper cites De-noising by soft-thresholding.IEEE Transactions on Information Theory, 41(3):613–627, 2002.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter De-noising by soft-thresholding.IEEE Transactions on Information Theory, 41(3):613–627, 2002

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.951692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d98b60af-f5ae-4cfa-94e1-0a4ca6b00c19 · outbound

This paper cites Deep variational infor- mation bottleneck.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Deep variational infor- mation bottleneck

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.937630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7af6945b-3874-4ccd-9be0-65fe79e1bc2a · outbound

This paper cites Non-local neural networks.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Non-local neural networks

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.922907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c988bd71-0b62-48e6-b36f-e224b03d6ebc · outbound

This paper cites Learning representations by back-propagating errors.Nature, 323(6088):533–536, 1986.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Learning representations by back-propagating errors.Nature, 323(6088):533–536, 1986

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.907390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation de75b8e3-b5f3-442c-b5af-4c23366e1031 · outbound

This paper cites itransformer: Inverted transformers are effective for time series forecasting.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter itransformer: Inverted transformers are effective for time series forecasting

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.892776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dec64eba-4fca-4b5b-9dd5-1f8bd3eede17 · outbound

This paper cites Zhang, and Jun Zhou.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Zhang, and Jun Zhou

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.877976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 427899d7-bbdb-4396-a952-60e3ae5c944d · outbound

This paper cites Mamba: Linear-time sequence modeling with selective state spaces.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Mamba: Linear-time sequence modeling with selective state spaces

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.863374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef2dc597-e1cd-4279-916a-d1c1ffd904cc · outbound

This paper cites Cautionary tales on air-quality improvement in beijing.Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 473(2205):20170457, 2017.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Cautionary tales on air-quality improvement in beijing.Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 473(2205):20170457, 2017

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:45.848393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ffbb981-63b0-431b-be20-2cac7e2454ce · outbound

This paper cites Global transpiration data from sap flow measurements: the SAPFLUXNET database.Earth System Science Data Discussions, 2020:1–57, 2020.

Multivariate Long-term Time Series Forecasting with Fourier Neural Filter Global transpiration data from sap flow measurements: the SAPFLUXNET database.Earth System Science Data Discussions, 2020:1–57, 2020

Reference 47

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:02:45.801658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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