54 citations as recorded by crossref.

1. Discovering causal relations and equations from data G. Camps-Valls et al. 10.1016/j.physrep.2023.10.005
2. The Many Shades of the Vegetation–Climate Causality: A Multimodel Causal Appreciation Y. Shao et al. 10.3390/f15081430
3. Functional convergence of biosphere–atmosphere interactions in response to meteorological conditions C. Krich et al. 10.5194/bg-18-2379-2021
4. Causality constrained machine learning framework enhances the reliability and spatiotemporal generalization in ecosystem respiration estimation C. Zhao et al. 10.1016/j.agrformet.2025.110718
5. Sequential Interaction of Biogenic Volatile Organic Compounds and SOAs in Urban Forests Revealed Using Toeplitz Inverse Covariance-Based Clustering and Causal Inference Y. Long et al. 10.3390/f14081617
6. Spatiotemporal Dynamics of NDVI, Soil Moisture and ENSO in Tropical South America D. Álvarez & G. Poveda 10.3390/rs14112521
7. Surface water dynamics of Africa: Analysing continental trends and identifying drivers for major lakes and reservoirs P. Sogno et al. 10.1080/01431161.2024.2412802
8. Mechanisms behind evapotranspiration dynamics in the Middle Yellow River Basin: Role of climate and vegetation Z. Wang et al. 10.1016/j.jenvman.2025.127318
9. How Are Pine Species Responding to Soil Drought and Climate Change in the Iberian Peninsula? Á. González-Zamora et al. 10.3390/f14081530
10. Thirty-Year Analyses of Seasonal NDVI and Climatic Drivers Across Different Land Cover Types and Biogeographical Regions in Europe C. Eisfelder et al. 10.1109/JSTARS.2025.3558816
11. Causal interaction in high frequency turbulence at the biosphere–atmosphere interface: Structural behavior L. Hernandez Rodriguez & P. Kumar 10.1063/5.0131468
12. Response of Vegetation to Drought in the Source Region of the Yangtze and Yellow Rivers Based on Causal Analysis J. Lu et al. 10.3390/rs16040630
13. Multi-faceted analyses of seasonal trends and drivers of land surface variables in Indo-Gangetic river basins S. Uereyen et al. 10.1016/j.scitotenv.2022.157515
14. Understanding bus network delay propagation: Integration of causal inference and complex network theory Q. Zhang et al. 10.1016/j.jtrangeo.2024.104098
15. Browning of vegetation in efficient carbon sink regions of India during the past two decades is driven by climate change and anthropogenic intrusions R. Kashyap et al. 10.1016/j.jenvman.2023.117655
16. A Framework for Multivariate Analysis of Land Surface Dynamics and Driving Variables—A Case Study for Indo-Gangetic River Basins S. Uereyen et al. 10.3390/rs14010197
17. A new framework for water quality forecasting coupling causal inference, time-frequency analysis and uncertainty quantification C. Zhang et al. 10.1016/j.jenvman.2023.119613
18. Spatially varying relevance of hydrometeorological hazards for vegetation productivity extremes J. Kroll et al. 10.5194/bg-19-477-2022
19. On the Potential of Sentinel-2 for Estimating Gross Primary Production D. Pabon-Moreno et al. 10.1109/TGRS.2022.3152272
20. Decoupling between ecosystem photosynthesis and transpiration: a last resort against overheating C. Krich et al. 10.1088/1748-9326/ac583e
21. Directed causal effect with PCMCI in hyperscanning EEG time series L. Silfwerbrand et al. 10.3389/fnins.2024.1305918
22. Excess topography and outburst flood: Geomorphic imprint of October 2023 extreme flood event in the Teesta catchment of Eastern Himalayas A. Kashyap & M. Behera 10.1016/j.gloplacha.2024.104540
23. Geomorphic imprint of high-mountain floods: insights from the 2022 hydrological extreme across the upper Indus River catchment in the northwestern Himalayas A. Kashyap et al. 10.5194/esurf-13-147-2025
24. Recent weakening of carbon-water coupling in northern ecosystems F. Zhao et al. 10.1038/s41612-025-01059-z
25. Dynamic relationships between gross primary production and energy partitioning in three different ecosystems based on eddy covariance time series analysis V. Cicuéndez et al. 10.3389/ffgc.2023.1017365
26. A systematic method of long-sequence prediction of natural gas supply in IES based on spatio-temporal causal network of multi-energy D. Jiao et al. 10.1016/j.apenergy.2024.124236
27. Identification of drought-flood abrupt alternation by a new non-stationary framework considering natural-social system impacts H. Cui et al. 10.1016/j.jhydrol.2025.132899
28. Effects of long-term wetland variations on flood risk assessments in the Yangtze River Basin Z. Guo et al. 10.1016/j.eiar.2025.108123
29. Deep learning model for drought prediction based on large-scale spatial causal network in the Yangtze River Basin H. Dai et al. 10.1016/j.jhydrol.2025.132808
30. A causality-based method for multi-model comparison: application to relationships between atmospheric, oceanic and marine biogeochemical variables G. Bénard et al. 10.5194/esd-16-1085-2025
31. Baselining Urban Ecosystems from Sentinel Species: Fitness, Flows, and Sinks M. Convertino et al. 10.3390/e27050486
32. Spatiotemporal dynamics of dengue in Colombia in relation to the combined effects of local climate and ENSO E. Muñoz et al. 10.1016/j.actatropica.2021.106136
33. Wavelet-based analysis of hydro-climatic and vegetation dynamics in heterogeneous agro-climatic zones of East Africa P. Batungwanayo et al. 10.2166/wcc.2024.257
34. Agriculture intensification and moisture-induced Thar desert greening: implications for energy balance, socio-economy, and biodiversity R. Kashyap et al. 10.1080/15481603.2025.2483458
35. A review of causal analysis methods in geographic research Z. Zou & C. Cheng 10.1016/j.envsoft.2023.105929
36. Multifaceted characteristics of aridity changes and causal mechanisms in Chinese drylands Y. Hu et al. 10.1177/03091333221129867
37. Causal discovery of drivers of surface ozone variability in Antarctica using a deep learning algorithm P. Kumar et al. 10.1039/D1EM00383F
38. Modeling atmospheric aging of small-scale wood combustion emissions: distinguishing causal effects from non-causal associations V. Leinonen et al. 10.1039/D2EA00048B
39. A multi-head attention neural network with non-linear correlation approach for time series causal discovery N. Irribarra et al. 10.1016/j.asoc.2024.112062
40. Research on delay propagation mechanism of air traffic control system based on causal inference L. Zeng et al. 10.1016/j.trc.2022.103622
41. Vegetation structure and phenology primarily shape the spatiotemporal pattern of ecosystem respiration C. Zhao & W. Zhu 10.1038/s43247-025-02240-1
42. Flash Drought Teleconnection With the Large‐Scale Climate Drivers in the Homogeneous Rainfall Regions of India A. Pachore et al. 10.1002/joc.8711
43. Technical note: Incorporating expert domain knowledge into causal structure discovery workflows J. Mäkelä et al. 10.5194/bg-19-2095-2022
44. Quantifying climate factor contributions to groundwater level changes under different soil freezing-thawing states with the WT-PCMCI model Z. Wang et al. 10.1016/j.jhydrol.2025.132997
45. Causal inference for time series J. Runge et al. 10.1038/s43017-023-00431-y
46. Rising water-use efficiency in European grasslands is driven by increased primary production C. Poppe Terán et al. 10.1038/s43247-023-00757-x
47. Coupling the Causal Inference and Informer Networks for Short-term Forecasting in Irrigation Water Usage L. Zou et al. 10.1007/s11269-022-03381-0
48. A spatiotemporal stochastic climate model for benchmarking causal discovery methods for teleconnections X. Tibau et al. 10.1017/eds.2022.11
49. Causal relationships of vegetation productivity with root zone water availability and atmospheric dryness at the catchment scale G. Abeshu et al. 10.5194/hess-29-1847-2025
50. Spectral Ranking of Causal Influence in Complex Systems E. Zalmijn et al. 10.3390/e23030369
51. Networks of climate change: connecting causes and consequences P. Holme & J. Rocha 10.1007/s41109-023-00536-9
52. Earth system data cubes unravel global multivariate dynamics M. Mahecha et al. 10.5194/esd-11-201-2020
53. Towards a global understanding of vegetation–climate dynamics at multiple timescales N. Linscheid et al. 10.5194/bg-17-945-2020
54. Decoupling between ecosystem photosynthesis and transpiration: a last resort against overheating C. Krich et al. 10.1088/1748-9326/ac583e