海洋要素智能预报 | 人工智能海洋技术场景化应用山东省工程研究中心

Attention-Enhanced Deep Learning Model for Reconstruction and Downscaling of Thermocline Depth in the Tropical Indian Ocean

Fri, 03 Oct 2025 00:00:00 +0000

Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data

Tue, 01 Apr 2025 00:00:00 +0000

Oil Spill Drift Prediction Enhanced by Correcting Numerically Forecasted Sea Surface Dynamic Fields With Adversarial Temporal Convolutional Networks

Mon, 13 Jan 2025 00:00:00 +0000

Attention-Enhanced Deep Learning Approach for Marine Heatwave Forecasting

Wed, 01 Jan 2025 00:00:00 +0000

Estimating Subsurface Thermohaline Structure in the Tropical Western Pacific Using DO-ResNet Model

Thu, 29 Aug 2024 00:00:00 +0000

Role of Strong Sea Surface Temperature Diurnal Variation in Triggering the Summer Monsoon Onset Over the Bay of Bengal in a Climate Model

Fri, 16 Aug 2024 00:00:00 +0000

GWSM4C: A Global Wave Surrogate Model for Climate Simulation Based on a Convolutional Architecture

Fri, 14 Jun 2024 00:00:00 +0000

基于自注意力机制的深度学习的海洋三维温度场预测

Tue, 11 Jun 2024 00:00:00 +0000

The Development of a Weather-Type Statistical Downscaling Model for Wave Climate Based on Wave Clustering

Mon, 15 Apr 2024 00:00:00 +0000

基于深度学习的南海海表面温度的智能化预测研究

Fri, 29 Mar 2024 00:00:00 +0000

多尺度耦合经验正交分解法反演海洋次表层温盐结构

Fri, 15 Mar 2024 00:00:00 +0000

Oil Spill Timely Backtracking Oriented by Wind Field Correction With Self-Attention Temporal Convolutional Networks

Thu, 09 Nov 2023 00:00:00 +0000

Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model

Fri, 03 Nov 2023 00:00:00 +0000

Estimation of the Barrier Layer Thickness in the Indian Ocean Based on Hybrid Neural Network Model

Fri, 03 Nov 2023 00:00:00 +0000

基于高斯混合聚类和LightGBM算法的印度洋次表层温度反演研究

Sat, 15 Apr 2023 00:00:00 +0000

Deep Sequence Learning for Prediction of Daily NO2 Concentration in Coastal Cities of Northern China

Mon, 27 Feb 2023 00:00:00 +0000

信息卡片

中文名称: 中国北方沿海城市NO₂浓度预测数据集
英文名称: Dataset for prediction of daily NO₂ concentration in coastal cities of northern China
DOI: [https://doi.org/10.3390/atmos14030467]
CSTR:
数据集编码:
数据共享方式:
授权许可方式: CC BY 4.0（论文开放获取许可）
学科分类: 大气环境 / 空气污染预测
数据量: 55.5M

基本信息

时间范围: 2014年—2020年
水平分辨率: 城市站点数据（非格点）
空间区域: 中国山东半岛沿海城市
垂直分辨率: 地面空气质量监测数据
经度范围:
时间分辨率: 日平均
纬度范围:
存储格式: csv
要素信息: NO₂；PM₂.₅；PM₁₀；SO₂；CO；O₃；相对湿度；气压；风速；气温
关键词:
资助项目编码: U1906215；42175129；S2022KY029
资助项目: 山东联合基金；国家自然科学基金；青岛科技大学研究生自主创新专项

数据联系信息

数据生产者:
单位: 空气质量监测数据平台；中国气象数据服务中心
联系方式:
中心联系人:
联系方式:

数据使用声明

声明内容: 为尊重知识产权、保障生产者和数据服务提供者的权益，请数据使用者在基于本数据所产生的研究成果（包括项目评估报告、验收报告，以及学术论文或毕业论文等）中标注数据来源，并按照[文献引用方式]标注需引用的参考文献，同时将可公开成果提交到本平台。
引用方式:
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Key to ENSO Phase-Locking Simulation: Effects of Sea Surface Temperature Diurnal Amplitude

Sun, 01 Jan 2023 00:00:00 +0000

Reconstruction of Monthly Surface Nutrient Concentrations in the Yellow and Bohai Seas from 2003–2019 Using Machine Learning

Sun, 09 Oct 2022 00:00:00 +0000

An adversarial learning approach to forecasted wind field correction with an application to oil spill drift prediction

Tue, 26 Jul 2022 00:00:00 +0000

Estimation of the Mixed Layer Depth in the Indian Ocean from Surface Parameters: A Clustering-Neural Network Method

Tue, 26 Jul 2022 00:00:00 +0000

基于深度卷积神经网络的海洋多目标涡旋检测方法

Mon, 25 Jul 2022 00:00:00 +0000

Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method

Fri, 01 Jul 2022 00:00:00 +0000

The Controlling of the Subtropical High Leading Modes on the Spatial Pattern of Tropical Cyclone Genesis in the Western North Pacific and Tracks Landing on the East Coast of China

Tue, 04 Jan 2022 00:00:00 +0000

Sea Surface Temperature Prediction With Memory Graph Convolutional Networks

Mon, 26 Jul 2021 00:00:00 +0000

Ocean wave height series prediction with numerical long short-term memory

Mon, 10 May 2021 00:00:00 +0000

Correcting Predictions from Simulating Wave Nearshore Model via Gaussian Process Regression

Mon, 10 May 2021 00:00:00 +0000

Subsurface Temperature Estimation from Sea Surface Data Using Neural Network Models in the Western Pacific Ocean

Wed, 14 Apr 2021 00:00:00 +0000

Centuries of Monthly and 3-Hourly Global Ocean Wave Data for Past, Present, and Future Climate Research

Fri, 10 Jul 2020 00:00:00 +0000

Peak Colocalized Orthogonal Matching Pursuit for Seismic Trace Decomposition

Mon, 06 Jan 2020 00:00:00 +0000

Sea surface temperature inversion model for infrared remote sensing images based on deep neural network

Mon, 10 Jun 2019 00:00:00 +0000

ESTIMATION OF DAILY IRRADIATION EXPOSURE OF GLOBAL RADIATION USING ELMAN NEURAL NETWORK

Sun, 07 Oct 2018 00:00:00 +0000

Assessing the Impact of Surface and Wind Profiler Data on Fog Forecasting Using WRF 3DVAR: An OSSE Study on a Dense Fog Event over North China

Sat, 01 Apr 2017 00:00:00 +0000

The Prediction on the 2015/16 El Niño Event from the Perspective of FIO-ESM

Tue, 01 Dec 2015 00:00:00 +0000

波致混合对CCSM3气候模式预测能力的改进 (improvement of CCSM3 climate model prediction capability by wave-induced mixing)

Sun, 01 Feb 2009 00:00:00 +0000