FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4221054511> ?p ?o ?g. }

• W4221054511 abstract "Abstract. Long-term climate data and high-quality baseline climatology surface with high resolution are essential to multiple fields including climatological, ecological, and environmental sciences. Here, we created a brand-new baseline climatology surface (ChinaClim_baseline) and developed a 1km monthly precipitation and temperatures dataset in China during 1952–2019 (ChinaClim_time-series). Thin plate spline (TPS) algorithm in each month with different model formulations by accounting for satellite-driven products and climatic research unit (CRU) datasets, was used to generate ChinaClim_baseline and monthly climate anomaly surface. Climatologically aided interpolation (CAI) was used to superimpose monthly anomaly surface with ChinaClim_baseline to generate ChinaClim_time-series. Our results showed that ChinaClim_baseline exhibited very high performance in four climatic regions with the RMSEs of precipitation and temperature elements estimation being 1.276 ~28.439 mm and 0.310 ~ 2.040 °C, respectively. The correlations among ChinaClim_baseline and WorldClim2 and CHELSA were high, but our results also captured clearly spatial differences among them. WorldClm2 and CHELSA might overestimated (or underestimated) climate events such as warming and drought in temperate continental region and high cold Tibetan plateau where weather stations were sparse. For ChinaClim_time-series, precipitation and temperature elements had average RMSEs between 7.502 mm ~ 52.307 mm, and 0.461 °C ~ 0.939 °C for all months, respectively. Compared with Peng’s climate surface and CHELSAcruts, R2 increased by ~ 7 %, RMSE and MAE decreased by ~ 17 % for precipitation; for temperature elements, R2 hardly increased, but RMSE and MAE decreased by ~50 %. Our results showed ChinaClim_baseline obviously improved the accuracy of time-series climatic elements estimation, and the satellite-driven data can greatly improve the accuracy of time-series precipitation estimation, but not the accuracy of time-series temperatures estimation. Overall, ChinaClim_baseline, an excellent baseline climatology surface, can be used for obtaining high-quality and long-term climate datasets from past to future. In the meantime, ChinaClim_time-series of 1km spatial resolution based on ChinaClim_baseline, is suitable for investigating the spatial-temporal patterns of climate changes and their impacts on eco-environmental systems in China. Here, ChinaClim_baseline is available at 10.5281/zenodo.5900743 (Gong, 2020a), ChinaClim_time-series of precipitation is available at 10.5281/zenodo.5919442 (Gong, 2020b), ChinaClim_time-series of maximum temperature is available at 10.5281/zenodo.5919448 (Gong, 2020c), ChinaClim_time-series of minimum temperature is available at 10.5281/zenodo.5919423 (Gong, 2020d) and ChinaClim_time-series of average temperature is available at 10.5281/zenodo.5919450 (Gong, 2020e)." @default.
• W4221054511 created "2022-04-03" @default.
• W4221054511 creator A5003669274 @default.
• W4221054511 creator A5009847226 @default.
• W4221054511 creator A5023737615 @default.
• W4221054511 creator A5024501167 @default.
• W4221054511 creator A5075075376 @default.
• W4221054511 creator A5085037467 @default.
• W4221054511 date "2022-03-01" @default.
• W4221054511 modified "2023-10-17" @default.
• W4221054511 title "1km Monthly Precipitation and Temperatures Dataset for China from 1952 to 2019 based on a Brand-New and High-Quality Baseline Climatology Surface" @default.
• W4221054511 doi "https://doi.org/10.5194/essd-2022-45" @default.
• W4221054511 hasPublicationYear "2022" @default.
• W4221054511 type Work @default.
• W4221054511 citedByCount "0" @default.
• W4221054511 crossrefType "posted-content" @default.
• W4221054511 hasAuthorship W4221054511A5003669274 @default.
• W4221054511 hasAuthorship W4221054511A5009847226 @default.
• W4221054511 hasAuthorship W4221054511A5023737615 @default.
• W4221054511 hasAuthorship W4221054511A5024501167 @default.
• W4221054511 hasAuthorship W4221054511A5075075376 @default.
• W4221054511 hasAuthorship W4221054511A5085037467 @default.
• W4221054511 hasBestOaLocation W42210545111 @default.
• W4221054511 hasConcept C107054158 @default.
• W4221054511 hasConcept C111368507 @default.
• W4221054511 hasConcept C121332964 @default.
• W4221054511 hasConcept C12725497 @default.
• W4221054511 hasConcept C127313418 @default.
• W4221054511 hasConcept C12997251 @default.
• W4221054511 hasConcept C132651083 @default.
• W4221054511 hasConcept C153294291 @default.
• W4221054511 hasConcept C160467669 @default.
• W4221054511 hasConcept C168754636 @default.
• W4221054511 hasConcept C205649164 @default.
• W4221054511 hasConcept C26873012 @default.
• W4221054511 hasConcept C39432304 @default.
• W4221054511 hasConcept C49204034 @default.
• W4221054511 hasConcept C59822182 @default.
• W4221054511 hasConcept C81461190 @default.
• W4221054511 hasConcept C86803240 @default.
• W4221054511 hasConcept C91586092 @default.
• W4221054511 hasConceptScore W4221054511C107054158 @default.
• W4221054511 hasConceptScore W4221054511C111368507 @default.
• W4221054511 hasConceptScore W4221054511C121332964 @default.
• W4221054511 hasConceptScore W4221054511C12725497 @default.
• W4221054511 hasConceptScore W4221054511C127313418 @default.
• W4221054511 hasConceptScore W4221054511C12997251 @default.
• W4221054511 hasConceptScore W4221054511C132651083 @default.
• W4221054511 hasConceptScore W4221054511C153294291 @default.
• W4221054511 hasConceptScore W4221054511C160467669 @default.
• W4221054511 hasConceptScore W4221054511C168754636 @default.
• W4221054511 hasConceptScore W4221054511C205649164 @default.
• W4221054511 hasConceptScore W4221054511C26873012 @default.
• W4221054511 hasConceptScore W4221054511C39432304 @default.
• W4221054511 hasConceptScore W4221054511C49204034 @default.
• W4221054511 hasConceptScore W4221054511C59822182 @default.
• W4221054511 hasConceptScore W4221054511C81461190 @default.
• W4221054511 hasConceptScore W4221054511C86803240 @default.
• W4221054511 hasConceptScore W4221054511C91586092 @default.
• W4221054511 hasFunder F4320321001 @default.
• W4221054511 hasLocation W42210545111 @default.
• W4221054511 hasOpenAccess W4221054511 @default.
• W4221054511 hasPrimaryLocation W42210545111 @default.
• W4221054511 hasRelatedWork W1980903571 @default.
• W4221054511 hasRelatedWork W1989522051 @default.
• W4221054511 hasRelatedWork W2018602036 @default.
• W4221054511 hasRelatedWork W2091095515 @default.
• W4221054511 hasRelatedWork W2138992351 @default.
• W4221054511 hasRelatedWork W2355127120 @default.
• W4221054511 hasRelatedWork W2390310006 @default.
• W4221054511 hasRelatedWork W3089722928 @default.
• W4221054511 hasRelatedWork W3204698077 @default.
• W4221054511 hasRelatedWork W4284886752 @default.
• W4221054511 isParatext "false" @default.
• W4221054511 isRetracted "false" @default.
• W4221054511 workType "article" @default.