Find.ms

SearchResult {
    page_id: PageId(
        2042512220727263064,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\n<b>reddit</b>\nlinkedin\nnew classes of climate model emulators to improve paleoclimate reconstructions\nmendeley\nfacebook",
        anchors_remote: "new classes of climate model emulators to improve paleoclimate reconstructions\n",
        desc: "Abstract. Reconstructing spatial climate variability from proxy records requires forward models “emulators” that capture the dynamical structure of the climate system while remaining computationally efficient. Traditional emulators based on Empirical Orthogonal Functions and Linear Inverse ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2026-1337/",
    title: "New classes of climate model emulators to improve paleoclimate reconstructions",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.048425,
    timestamp: 1776619807,
}

SearchResult {
    page_id: PageId(
        2042512225003165992,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nlinkedin\nmendeley\n<b>reddit</b>\nthe normalized interpolated convolution from an adaptive subgrid nicas method\nfacebook",
        anchors_remote: "the normalized interpolated convolution from an adaptive subgrid nicas method\n",
        desc: "Abstract. This article presents an innovative method to apply a correlation operator to a vector in a high-dimensional system, as often needed in variational data assimilation algorithms. The Normalized Interpolated Convolution from an Adaptive Subgrid (NICAS) method is very appealing as it can work ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2025-5780/",
    title: "The Normalized Interpolated Convolution from an Adaptive Subgrid (NICAS) method",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.048425,
    timestamp: 1769125134,
}

SearchResult {
    page_id: PageId(
        2042512225003166377,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nmethane dynamics along the salinity gradient of the scheldt estuary\nmendeley\nfacebook\n<b>reddit</b>\nlinkedin",
        anchors_remote: "methane dynamics along the salinity gradient of the scheldt estuary\n",
        desc: "",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2026-1582/",
    title: "Methane dynamics along the salinity gradient of the Scheldt estuary",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.048425,
    timestamp: 1776621726,
}

SearchResult {
    page_id: PageId(
        2042512225003166049,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nfacebook\n<b>reddit</b>\nmendeley\nlinkedin\nparameter estimation for land-surface models using neural physics",
        anchors_remote: "parameter estimation for land-surface models using neural physics\n",
        desc: "Abstract. The Neural Physics approach is used to determine the parameters of a simple land-surface model using PyTorch’s backpropagation engine to carry out the optimisation. In order to test the inverse model, a synthetic dataset is created by running the model in forward mode with known ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2025-6015/",
    title: "Parameter estimation for land-surface models using Neural Physics",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.2288113,
    timestamp: 1769123827,
}

SearchResult {
    page_id: PageId(
        2042512225003166214,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\n<b>reddit</b>\nfacebook\nmendeley\ngeophysics in antarctica achievements current capabilities and future directions\nlinkedin",
        anchors_remote: "geophysics in antarctica achievements current capabilities and future directions\n",
        desc: "",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2025-6370/",
    title: "Geophysics in Antarctica: Achievements, Current Capabilities, and Future Directions",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.2288113,
    timestamp: 1773026514,
}

SearchResult {
    page_id: PageId(
        2042512220727263055,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\n<b>reddit</b>\nimproving aerosol-radiation interaction feedback in airwise operational system\nlinkedin\nfacebook\nmendeley",
        anchors_remote: "improving aerosol-radiation interaction feedback in airwise operational system\n",
        desc: "Abstract. Accurate representation of aerosol optical properties remains a key uncertainty in aerosol–radiation interactions in numerical weather prediction models, especially over highly polluted megacities. Operational systems use globally prescribed complex refractive indices (RIs) that ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2026-1100/",
    title: "Improving aerosol-radiation interaction feedback in AIRWISE operational system",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.2288113,
    timestamp: 1776620346,
}

SearchResult {
    page_id: PageId(
        2042512220727263066,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nrole of diatoms reproductive dynamics in plankton trophic webs\nmendeley\n<b>reddit</b>\nlinkedin\nfacebook",
        anchors_remote: "role of diatoms reproductive dynamics in plankton trophic webs\n",
        desc: "Abstract. Diatoms are key contributors to marine biogeochemical cycles, yet their distinctive reproductive strategies are rarely represented explicitly in ecosystem and biogeochemical models. In particular, the alternation between asexual size reduction and sexual size restitution introduces ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2026-1437/",
    title: "Role of diatoms reproductive dynamics in plankton trophic webs",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.2288113,
    timestamp: 1776621285,
}

SearchResult {
    page_id: PageId(
        2042512225003165895,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nlinkedin\nmendeley\nthe nasa-giss modele2 1-cc2 esm development and simulations\n<b>reddit</b>\nfacebook",
        anchors_remote: "the nasa-giss modele2 1-cc2 esm development and simulations\n",
        desc: "Abstract. This paper describes the NASA Goddard Institute for Space Studies (GISS) ModelE2.1-Carbon Cycle version 2 Earth System Model (NASA GISS E2.1-CC2 ESM), assesses its skill against observations and reports on its performance under future climate scenarios. The first version of GISS ESM ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2025-4839/",
    title: "The NASA-GISS ModelE2.1-CC2 ESM: development and simulations",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.0477724,
    timestamp: 1773002770,
}

SearchResult {
    page_id: PageId(
        2042512225003166193,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\ncontextualizing pan-tropical allometric models for biomass estimation\nmendeley\nlinkedin\n<b>reddit</b>\nfacebook",
        anchors_remote: "contextualizing pan-tropical allometric models for biomass estimation\n",
        desc: "Abstract. Allometric Models (AMs) play a central role in monitoring and mitigating climate change as they provide accurate estimation of biomass and carbon sequestered by trees from non-destructive, easy to obtain physical measurements. Unfortunately, practitioners spend considerable effort in ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2025-6341/",
    title: "Contextualizing Pan-Tropical Allometric Models for Biomass Estimation",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.423825,
    timestamp: 1773024296,
}

SearchResult {
    page_id: PageId(
        2042512220727263210,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nalluvial river-channel width transient adjustment and dynamic equilibrium\nmendeley\nfacebook\nlinkedin\n<b>reddit</b>",
        anchors_remote: "alluvial river-channel width transient adjustment and dynamic equilibrium\n",
        desc: "Abstract. Alluvial river channels naturally widen and narrow as large floods scour banks and smaller ones supply sediments that help build bars and channel margins. Despite substantial advances into the controls on the equilibrium width of river channels, relatively little theory underpins our ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2026-1018/",
    title: "Alluvial river-channel width: transient adjustment and dynamic equilibrium",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.229309,
    timestamp: 1776766724,
}

SearchResult {
    page_id: PageId(
        2042512225003165467,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nfacebook\nlinkedin\nnondimensional parameter regimes of arctic ice keel-ocean flow interactions\n<b>reddit</b>\nmendeley",
        anchors_remote: "nondimensional parameter regimes of arctic ice keel-ocean flow interactions\n",
        desc: "",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2025/egusphere-2025-5284/",
    title: "Nondimensional parameter regimes of Arctic ice keel-ocean flow interactions",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.0482626,
    timestamp: 1775950834,
}

SearchResult {
    page_id: PageId(
        2042512225003165984,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nlinkedin\n<b>reddit</b>\na self-supervised precipitation forecast verification based on contrastive learning\nfacebook\nmendeley",
        anchors_remote: "a self-supervised precipitation forecast verification based on contrastive learning\n",
        desc: "Abstract. Accurate precipitation forecast verification (PFV) is essential for improving forecasting models and supporting disaster management. However, current PFV methods remain limited, point-to-point methods are overly sensitive to minor errors, while spatial verification methods commonly require ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2025-5746/",
    title: "A Self-Supervised Precipitation Forecast Verification Based on Contrastive Learning",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.0482626,
    timestamp: 1773002879,
}

SearchResult {
    page_id: PageId(
        2042512225003166290,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nmendeley\n<b>reddit</b>\nfacebook\nlinkedin\ncomplexity in biogeochemical models consequences for the biological carbon pump",
        anchors_remote: "complexity in biogeochemical models consequences for the biological carbon pump\n",
        desc: "Abstract. Ocean biogeochemical models underpin projections of future marine ecosystem change, including anticipated shifts in the biological carbon pump (BCP) and broader biogeochemical cycles. However, their outputs remain highly sensitive to model complexity and parameterisation choices. Here, we ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2025-6505/",
    title: "Complexity in Biogeochemical Models: Consequences for the Biological Carbon Pump",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.047852,
    timestamp: 1770925893,
}

SearchResult {
    page_id: PageId(
        2042512225003165707,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nmendeley\n<b>reddit</b>\nlinkedin\nfacebook\nimpact of northward tropical cyclones on ozone in southeastern china",
        anchors_remote: "impact of northward tropical cyclones on ozone in southeastern china\n",
        desc: "Abstract. Ozone pollution in Southeastern China (SEC) during autumn are usually influenced by tropical cyclones (TCs). Based on statistical analysis, WRF-CMAQ simulation, and TC vortex filtering method, this study explores the effects of the intensity and location of northward TCs on ozone in SEC. ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2025/egusphere-2025-5765/",
    title: "Impact of northward tropical cyclones on ozone in Southeastern China",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.047852,
    timestamp: 1776671357,
}

SearchResult {
    page_id: PageId(
        2042512225003165905,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nlinkedin\nassessing resolution sensitivity in coupled climate simulations with awi-cm3\n<b>reddit</b>\nfacebook\nmendeley",
        anchors_remote: "assessing resolution sensitivity in coupled climate simulations with awi-cm3\n",
        desc: "Abstract. In this study, we evaluate the performance of the latest version of the Alfred Wegener Institute Climate Model, AWI-CM3, in two configurations at different resolutions, demonstrating that higher spatial resolution substantially enhances the model’s ability to reproduce key climate ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2025-5061/",
    title: "Assessing resolution sensitivity in coupled climate simulations with AWI-CM3",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.047852,
    timestamp: 1770903531,
}

SearchResult {
    page_id: PageId(
        2042512220727262394,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nmendeley\nfacebook\n<b>reddit</b>\nsea salt aerosols from blowing snow contributions to radiative forcing\nlinkedin",
        anchors_remote: "sea salt aerosols from blowing snow contributions to radiative forcing\n",
        desc: "Abstract. The Arctic and Antarctic regions experience significant climate impacts from aerosol-cloud-radiation interactions, yet the role of sea salt aerosols (SSA) emitted through blowing snow remains poorly quantified. This study implements a parameterization of the SSA production of blowing snow ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2026-1575/",
    title: "Sea Salt Aerosols from Blowing Snow: Contributions to Radiative Forcing",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.047852,
    timestamp: 1776769352,
}

SearchResult {
    page_id: PageId(
        2042512220727262652,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nmendeley\nfacebook\nevolution of seepage driven networks in the lab\n<b>reddit</b>\nlinkedin",
        anchors_remote: "evolution of seepage driven networks in the lab\n",
        desc: "Abstract. During rain, water infiltrates the ground, where it flows as groundwater toward nearby rivers. There, its emergence can entrain sediments, triggering seepage erosion and thereby influencing the development and expansion of river networks. To investigate this process, we construct an ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2026-460/",
    title: "Evolution of seepage driven networks in the lab",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.4235363,
    timestamp: 1776767731,
}

SearchResult {
    page_id: PageId(
        2042512225003165921,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nthe path to fair research models lessons learned\n<b>reddit</b>\nmendeley\nfacebook\nlinkedin",
        anchors_remote: "the path to fair research models lessons learned\n",
        desc: "",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2025-5256/",
    title: "The Path to FAIR Research Models: Lessons Learned",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.4235363,
    timestamp: 1769121325,
}

SearchResult {
    page_id: PageId(
        2042512220727262751,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nmendeley\nuncovering precursors for voc production from ozonolysis of seawater\n<b>reddit</b>\nfacebook\nlinkedin",
        anchors_remote: "uncovering precursors for voc production from ozonolysis of seawater\n",
        desc: "Abstract. Large uncertainty exists in the role that the ocean plays as a net source for atmospheric volatile organic carbon (VOC) compounds, in part because of poorly quantified processes near the air–sea interface. Laboratory studies imply that heterogeneous reactions of ozone at the ocean ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2026-610/",
    title: "Uncovering precursors for VOC production from ozonolysis of seawater",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.2290273,
    timestamp: 1776623637,
}

SearchResult {
    page_id: PageId(
        2042512220727262663,
    ),
    kind: Web {
        anchors_local: "egusphere.copernicus.org\nmendeley\nhighly viscous phase behavior of organic-rich urban pm2 5\n<b>reddit</b>\nfacebook\nlinkedin",
        anchors_remote: "highly viscous phase behavior of organic-rich urban pm2 5\n",
        desc: "Abstract. Atmospheric aerosol viscosity strongly influences particle phase state, internal mixing, and multiphase chemical processes, yet direct quantitative constraints for ambient urban PM2.5 remain limited. Here, we investigated the phase behavior and viscosity of organic-rich PM2.5 samples ...",
    },
    domain: "egusphere.copernicus.org",
    path: "preprints/2026/egusphere-2026-476/",
    title: "Highly Viscous Phase Behavior of Organic-Rich Urban PM2.5",
    rank_sum: 2436,
    rank: Rank {
        bm25: 20,
        views: 0,
        comments: 0,
        remote_max: 34,
        remote: 8,
        local: 20,
        domain: 34,
        boost: 0,
    },
    bm25: 6.0479875,
    timestamp: 1773002079,
}