Global 30-m cropping intensity in 2022 (GCI_30m_2022) Global 10-m spatial distribution of mangroves in 2022 (GMF_10m_2022） The global annual maximum land surface water cover product (2022，30m resolution)(GAMLSW_30m_2022) Global Surface Water Dynamic Distribution_250m_2021-2023 Global 30-m impervious surface dynamic monitoring product from 1985 to 2023 (GISD_30m_1985-2023) Global 30-m burned area spatial distribution product in 2022 (GBA_30m_2022) Global 30-m spatial distribution of forest cover in 2022 (GFC_30m_2022) Global cropland at 30m resolution for 2022 (GCL_30m_2022) China 10-m spatial distribution of major mangrove species in 2020 (CDMS_10m_2020) China 30-m reservoir water area dynamic annual dataset from 1985 to 2022 (CRWD_30m_1985-2022) Global daily/1-km gap-free aerosol optical depth dataset from 2000 to 2023 (LGHAP v2 AOD_1km_2000-2023) Global daily/1-km gap-free PM2.5 concentration dataset from 2000 to 2023 (LGHAP v2 PM2.5_1km_2000-2023) Global 250-m terrestrial ecosystem carbon sequestration rate dataset from 2001 to 2022 (GTNEP_250m_2001-2022) Global 0.5°SIF-based gross primary productivity dataset from 2018 to 2021(GSPD_0.05°_2018-2021) Global 1°ocean dissolved oxygen concentration dataset from2005 to 2022 (G4D-DOC_1°×1°_2005-2022)