Liang, Shunlin

Bio

Dr. Liang received the Ph.D. degree in remote sensing and GIS from Boston University, Boston, MA. He was a Postdoctoral Research Associate with Boston University from 1992 to 1993, a Validation Scientist with the NOAA/NASA Pathfinder AVHRR Land Project from 1993 to 1994, and a tenure-track faculty member in the University of Maryland (UMD) from 1995-2022. He is an Emeritus Professor in the UMD and a Chair Professor in the University of Hong Kong. His main research interests focus on estimation of environmental variables from satellite observations, Earth’s energy balance, and global environmental change and sustainable development.  He published over 440 peer-reviewed journal papers, and authored/edited eight books, and five of which were translated in Chinese. His H-index=91, I10-index= 403, and the citation is over 43,000  in Google Scholar as of Nov. 2022. He has led to develop the multiple satellite products, including the Global Land Surface Satellite (GLASS) products suite that is freely available (Glass and www.geodata.cn) and has been widely used Worldwide.  He was the Editor-in-Chief of the nine-volume books entitled “Comprehensive Remote Sensing” (Elsevier, 2017). He is currently an Editor-in-Chief of Science of Remote Sensing, and the Editor-in-Chief of the 2nd edition of Comprehensive Remote Sensing. He is a Fellow of the IEEE.

Degrees

  • Geography - Ph.D

Research Topics

  • Carbon, Vegetation Dynamics and Landscape-Scale Processes
  • Geospatial Information Science and Remote Sensing
  • Land Cover - Land Use Change
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  1 => "S. Xu, D. Wang, S. Liang, Y. Liu and A. Jia, "Assessing the Reliability of the MODIS LST Product to Detect Temporal Variability," in IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5, 2023, Art no. 2504505, doi: 10.1109/LGRS.2023.3312384.</li>"
  2 => "Li, R., Wang, D., &amp; Liang, S. (2023). Comparison between deep learning architectures for the 1 km, 10/15-min estimation of downward shortwave radiation from AHI and ABI. Remote Sensing of Environment, 295, 113697. <a href="https://doi.org/10.1016/j.rse.2023.113697">https://doi.org/10.1016/j.rse.2023.113697</a></li>"
  3 => "Li, R., Wang, D., Wang, W., and Nemani, R. (2023) A GeoNEX-based high-spatiotemporal-resolution product of land surface downward shortwave radiation and photosynthetically active radiation, Earth Syst. Sci. Data, <a href="https://doi.org/10.5194/essd-15-1419-2023">https://doi.org/10.5194/essd-15-1419-2023</a></li>"
  4 => "S. Xu, D. Wang, S. Liang, Y. Liu, and A. Jia, "Assessment of gridded datasets of various near surface temperature variables over Heihe River Basin: Uncertainties, spatial heterogeneity and clear-sky bias,"</li>"
  5 => "Jia, A., Wang, D., ..., &amp; Yu, Y. (2022). Global daily actual and snow-free blue-sky land surface albedo climatology from 20-year MODIS products. Journal of Geophysical Research: Atmospheres, 127, e2021JD035987. https://doi. org/10.1029/2021JD035987</li>"
  6 => "Wang, D., Liang, S., Li, R., &amp; Jia, A. (2021). A synergic study on estimating surface downward shortwave radiation from satellite data. Remote Sensing of Environment, 264, 112639.</li>"
  7 => "Li, R., Wang, D., &amp; Liang, S. (2021). Comprehensive assessment of five global daily downward shortwave radiation satellite products. Science of Remote Sensing, 4, 100028.</li>"
  8 => "Li, R., Wang, D., Liang, S., Jia, A., &amp; Wang, Z. (2022). Estimating global downward shortwave radiation from VIIRS data using a transfer-learning neural network. Remote Sensing of Environment, 274, 112999.</li>"
  9 => "Alkama, R., Forzieri, G., Duveiller, G., Grassi, G., Liang, S., &amp; Cescatti, A. (2022). Vegetation-based climate mitigation in a warmer and greener World. Nature Communications, 13:606, doi:610.1038/s41467-41022-28305-41469</li>"
  10 => "Ding, A., S. Liang, H. Ma, T. He, (2022), Extension of the Hapke model to the spectral domain to characterize soil physical properties, Remote Sensing of Environment, 269, 112843</li>"
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  • S. Xu, D. Wang, S. Liang, Y. Liu and A. Jia, "Assessing the Reliability of the MODIS LST Product to Detect Temporal Variability," in IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5, 2023, Art no. 2504505, doi: 10.1109/LGRS.2023.3312384.

  • Li, R., Wang, D., & Liang, S. (2023). Comparison between deep learning architectures for the 1 km, 10/15-min estimation of downward shortwave radiation from AHI and ABI. Remote Sensing of Environment, 295, 113697. https://doi.org/10.1016/j.rse.2023.113697

  • Li, R., Wang, D., Wang, W., and Nemani, R. (2023) A GeoNEX-based high-spatiotemporal-resolution product of land surface downward shortwave radiation and photosynthetically active radiation, Earth Syst. Sci. Data, https://doi.org/10.5194/essd-15-1419-2023

  • Jia, A., Wang, D., ..., & Yu, Y. (2022). Global daily actual and snow-free blue-sky land surface albedo climatology from 20-year MODIS products. Journal of Geophysical Research: Atmospheres, 127, e2021JD035987. https://doi. org/10.1029/2021JD035987

  • Wang, D., Liang, S., Li, R., & Jia, A. (2021). A synergic study on estimating surface downward shortwave radiation from satellite data. Remote Sensing of Environment, 264, 112639.

  • Li, R., Wang, D., & Liang, S. (2021). Comprehensive assessment of five global daily downward shortwave radiation satellite products. Science of Remote Sensing, 4, 100028.

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        "field_media_topics" => Drupal\field\Entity\FieldConfig {#1655
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          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.fsprofile.field_media_topics"
          #status: true
          #uuid: "48d2bccf-011c-494a-b406-c86891807d46"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:2 [ …2]
          #isSyncing: false
          #id: "node.fsprofile.field_media_topics"
          #field_name: "field_media_topics"
          #field_type: "text"
          #entity_type: "node"
          #bundle: "fsprofile"
          #label: "Media Topics"
          #description: ""
          #settings: array:1 [ …1]
          #required: false
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          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#2101 …34}
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_personal_website" => Drupal\field\Entity\FieldConfig {#1656}
        "field_phone" => Drupal\field\Entity\FieldConfig {#1657
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
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          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.fsprofile.field_phone"
          #status: true
          #uuid: "2a3bde5e-70a8-4f52-a055-261df3f8f817"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
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          #trustedData: false
          #dependencies: array:1 [ …1]
          #isSyncing: false
          #id: "node.fsprofile.field_phone"
          #field_name: "field_phone"
          #field_type: "string"
          #entity_type: "node"
          #bundle: "fsprofile"
          #label: "Phone"
          #description: ""
          #settings: []
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#2110 …34}
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_position_title" => Drupal\field\Entity\FieldConfig {#1658}
        "field_research_philosophy" => Drupal\field\Entity\FieldConfig {#1659
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
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          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.fsprofile.field_research_philosophy"
          #status: true
          #uuid: "8048288b-d614-41c8-af76-cd0b2bf4c3ae"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:2 [ …2]
          #isSyncing: false
          #id: "node.fsprofile.field_research_philosophy"
          #field_name: "field_research_philosophy"
          #field_type: "text_long"
          #entity_type: "node"
          #bundle: "fsprofile"
          #label: "Research "
          #description: ""
          #settings: array:1 [ …1]
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#2121 …34}
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_research_topics" => Drupal\field\Entity\FieldConfig {#1660}
        "field_room_and_building" => Drupal\field\Entity\FieldConfig {#1661
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.fsprofile.field_room_and_building"
          #status: true
          #uuid: "0ab41355-e396-4e3b-8df7-48873e23abc9"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:1 [ …1]
          #isSyncing: false
          #id: "node.fsprofile.field_room_and_building"
          #field_name: "field_room_and_building"
          #field_type: "string"
          #entity_type: "node"
          #bundle: "fsprofile"
          #label: "Room and Building"
          #description: ""
          #settings: []
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#2123 …34}
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_service_information" => Drupal\field\Entity\FieldConfig {#1662
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
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          #cacheTags: []
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          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.fsprofile.field_service_information"
          #status: true
          #uuid: "df7c51c2-7a47-4a19-b099-dadf7bfb43c8"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:2 [ …2]
          #isSyncing: false
          #id: "node.fsprofile.field_service_information"
          #field_name: "field_service_information"
          #field_type: "entity_reference_revisions"
          #entity_type: "node"
          #bundle: "fsprofile"
          #label: "Service Information"
          #description: ""
          #settings: array:2 [ …2]
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#2126 …34}
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_service_philosophy" => Drupal\field\Entity\FieldConfig {#1663
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.fsprofile.field_service_philosophy"
          #status: true
          #uuid: "95458b01-84ef-44d4-9336-91ec19a0ba91"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:1 [ …1]
          #isSyncing: false
          #id: "node.fsprofile.field_service_philosophy"
          #field_name: "field_service_philosophy"
          #field_type: "string_long"
          #entity_type: "node"
          #bundle: "fsprofile"
          #label: "Service Philosophy"
          #description: ""
          #settings: []
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#2127 …34}
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_speak_with_media" => Drupal\field\Entity\FieldConfig {#1664
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.fsprofile.field_speak_with_media"
          #status: true
          #uuid: "7913f3e5-ff8b-46ef-a677-a66a74789e6b"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:1 [ …1]
          #isSyncing: false
          #id: "node.fsprofile.field_speak_with_media"
          #field_name: "field_speak_with_media"
          #field_type: "boolean"
          #entity_type: "node"
          #bundle: "fsprofile"
          #label: "Speak with Media"
          #description: ""
          #settings: array:2 [ …2]
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#2132 …34}
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_teaching_philosophy" => Drupal\field\Entity\FieldConfig {#1665
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.fsprofile.field_teaching_philosophy"
          #status: true
          #uuid: "fcad3bc7-6a8c-41b5-a7a7-9f83715327a5"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:2 [ …2]
          #isSyncing: false
          #id: "node.fsprofile.field_teaching_philosophy"
          #field_name: "field_teaching_philosophy"
          #field_type: "text_long"
          #entity_type: "node"
          #bundle: "fsprofile"
          #label: "Teaching "
          #description: ""
          #settings: array:1 [ …1]
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#2136 …34}
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
      ]
      #languages: array:3 [
        "en" => Drupal\Core\Language\Language {#284
          #name: "English"
          #id: "en"
          #direction: "ltr"
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        }
        "und" => Drupal\Core\Language\Language {#1272
          #name: Drupal\Core\StringTranslation\TranslatableMarkup {#1274 …5}
          #id: "und"
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          #locked: true
        }
        "zxx" => Drupal\Core\Language\Language {#1270
          #name: Drupal\Core\StringTranslation\TranslatableMarkup {#1271 …5}
          #id: "zxx"
          #direction: "ltr"
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          #locked: true
        }
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      #langcodeKey: "langcode"
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      #enforceDefaultTranslation: null
      #defaultLangcode: "en"
      #translations: array:1 [
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          "status" => 1
          "entity" => Drupal\node\Entity\Node {#1266}
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      #translationInitialize: false
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        "bundle" => "fsprofile"
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      #loadedRevisionId: "39452"
      #revisionTranslationAffectedKey: "revision_translation_affected"
      #enforceRevisionTranslationAffected: []
      #isSyncing: false
      +in_preview: null
    }
    "#view_mode" => "full"
    "#cache" => array:5 [
      "tags" => array:2 [
        0 => "node_view"
        1 => "node:9186"
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    "#weight" => 0
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      0 => array:2 [
        0 => Drupal\node\NodeViewBuilder {#1341
          #moduleHandler: Drupal\Core\Extension\ModuleHandler {#26 …11}
          #stringTranslation: Drupal\Core\StringTranslation\TranslationManager {#251 …3}
          #_serviceIds: []
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        1 => "build"
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      1 => array:2 [
        0 => Drupal\node\Controller\NodeViewController {#1358
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          #currentUser: Drupal\Core\Session\AccountProxy {#318 …5}
          #entityRepository: Drupal\Core\Entity\EntityRepository {#387 …3}
        }
        1 => "buildTitle"
      ]
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    ]
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    ]
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        ]
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    "#fieldgroups" => []
    "#group_children" => []
    "#title" => Drupal\Core\Render\Markup {#2871
      #string: """
        \n
        \n
        <!-- THEME DEBUG -->\n
        <!-- THEME HOOK: 'field' -->\n
        <!-- FILE NAME SUGGESTIONS:\n
           ▪️ field--node--title--fsprofile.html.twig\n
           ✅ field--node--title.html.twig\n
           ▪️ field--node--fsprofile.html.twig\n
           ▪️ field--title.html.twig\n
           ▪️ field--string.html.twig\n
           ▪️ field.html.twig\n
        -->\n
        <!-- BEGIN OUTPUT from 'core/modules/node/templates/field--node--title.html.twig' -->\n
        \n
        <span>Liang, Shunlin</span>\n
        \n
        <!-- END OUTPUT from 'core/modules/node/templates/field--node--title.html.twig' -->\n
        \n
        """
    }
    "_layout_builder" => array:1 [
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    "links" => array:2 [
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        1 => array:5 [
          0 => "9186"
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          2 => "en"
          3 => false
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    "field_first_name" => array:18 [
      "#theme" => "field"
      "#title" => "First Name"
      "#label_display" => "hidden"
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      "#object" => Drupal\node\Entity\Node {#1266}
      "#items" => Drupal\Core\Field\FieldItemList {#2283}
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      0 => array:3 [
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        "#template" => "{{ value|nl2br }}"
        "#context" => array:1 [
          "value" => "Shunlin"
        ]
      ]
      "#cache" => array:3 [
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      "#weight" => 1
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      "#theme" => "field"
      "#title" => "Last Name"
      "#label_display" => "hidden"
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      "#field_type" => "string"
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      "#entity_type" => "node"
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      "#object" => Drupal\node\Entity\Node {#1266}
      "#items" => Drupal\Core\Field\FieldItemList {#2399}
      "#formatter" => "string"
      "#is_multiple" => false
      "#third_party_settings" => []
      0 => array:3 [
        "#type" => "inline_template"
        "#template" => "{{ value|nl2br }}"
        "#context" => array:1 [
          "value" => "Liang"
        ]
      ]
      "#cache" => array:3 [
        "contexts" => []
        "tags" => []
        "max-age" => -1
      ]
      "#weight" => 2
    ]
    "field_image_profile" => array:18 [
      "#theme" => "field"
      "#title" => "Profile Image"
      "#label_display" => "hidden"
      "#view_mode" => "full"
      "#language" => "en"
      "#field_name" => "field_image_profile"
      "#field_type" => "entity_reference"
      "#field_translatable" => false
      "#entity_type" => "node"
      "#bundle" => "fsprofile"
      "#object" => Drupal\node\Entity\Node {#1266}
      "#items" => Drupal\Core\Field\EntityReferenceFieldItemList {#2305}
      "#formatter" => "entity_reference_entity_view"
      "#is_multiple" => false
      "#third_party_settings" => []
      0 => array:6 [
        "#media" => Drupal\media\Entity\Media {#2741
          #entityTypeId: "media"
          #enforceIsNew: null
          #typedData: Drupal\Core\Entity\Plugin\DataType\EntityAdapter {#2829 …8}
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #values: array:22 [ …22]
          #fields: array:5 [ …5]
          #fieldDefinitions: array:22 [ …22]
          #languages: array:3 [ …3]
          #langcodeKey: "langcode"
          #defaultLangcodeKey: "default_langcode"
          #activeLangcode: "x-default"
          #enforceDefaultTranslation: null
          #defaultLangcode: "en"
          #translations: array:1 [ …1]
          #translationInitialize: false
          #newRevision: false
          #isDefaultRevision: "1"
          #entityKeys: array:4 [ …4]
          #translatableEntityKeys: array:6 [ …6]
          #validated: false
          #validationRequired: false
          #loadedRevisionId: "6635"
          #revisionTranslationAffectedKey: "revision_translation_affected"
          #enforceRevisionTranslationAffected: []
          #isSyncing: false
          #stringTranslation: null
        }
        "#view_mode" => "default"
        "#cache" => array:5 [
          "tags" => array:2 [ …2]
          "contexts" => array:2 [ …2]
          "max-age" => -1
          "keys" => array:4 [ …4]
          "bin" => "render"
        ]
        "#theme" => "media"
        "#weight" => 0
        "#pre_render" => array:1 [
          0 => array:2 [ …2]
        ]
      ]
      "#cache" => array:3 [
        "contexts" => []
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        "max-age" => -1
      ]
      "#weight" => 3
    ]
    "field_faculty_staff_category" => array:18 [
      "#theme" => "field"
      "#title" => "Fac/Staff Category"
      "#label_display" => "above"
      "#view_mode" => "full"
      "#language" => "en"
      "#field_name" => "field_faculty_staff_category"
      "#field_type" => "entity_reference"
      "#field_translatable" => false
      "#entity_type" => "node"
      "#bundle" => "fsprofile"
      "#object" => Drupal\node\Entity\Node {#1266}
      "#items" => Drupal\Core\Field\EntityReferenceFieldItemList {#2185}
      "#formatter" => "entity_reference_entity_view"
      "#is_multiple" => false
      "#third_party_settings" => []
      0 => array:6 [
        "#taxonomy_term" => Drupal\taxonomy\Entity\Term {#2726
          #entityTypeId: "taxonomy_term"
          #enforceIsNew: null
          #typedData: Drupal\Core\Entity\Plugin\DataType\EntityAdapter {#2727 …8}
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #values: array:21 [ …21]
          #fields: []
          #fieldDefinitions: array:21 [ …21]
          #languages: array:3 [ …3]
          #langcodeKey: "langcode"
          #defaultLangcodeKey: "default_langcode"
          #activeLangcode: "x-default"
          #enforceDefaultTranslation: null
          #defaultLangcode: "en"
          #translations: array:1 [ …1]
          #translationInitialize: false
          #newRevision: false
          #isDefaultRevision: "1"
          #entityKeys: array:4 [ …4]
          #translatableEntityKeys: array:5 [ …5]
          #validated: false
          #validationRequired: false
          #loadedRevisionId: "9"
          #revisionTranslationAffectedKey: "revision_translation_affected"
          #enforceRevisionTranslationAffected: []
          #isSyncing: false
        }
        "#view_mode" => "default"
        "#cache" => array:5 [
          "tags" => array:2 [ …2]
          "contexts" => array:2 [ …2]
          "max-age" => -1
          "keys" => array:4 [ …4]
          "bin" => "render"
        ]
        "#theme" => "taxonomy_term"
        "#weight" => 0
        "#pre_render" => array:1 [
          0 => array:2 [ …2]
        ]
      ]
      "#cache" => array:3 [
        "contexts" => []
        "tags" => []
        "max-age" => -1
      ]
      "#weight" => 4
    ]
    "body" => array:18 [
      "#theme" => "field"
      "#title" => "Brief Bio"
      "#label_display" => "hidden"
      "#view_mode" => "full"
      "#language" => "en"
      "#field_name" => "body"
      "#field_type" => "text_with_summary"
      "#field_translatable" => true
      "#entity_type" => "node"
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    0 => "<ul class="pub-page active"><li>S. Xu, D. Wang, S. Liang, Y. Liu and A. Jia, "Assessing the Reliability of the MODIS LST Product to Detect Temporal Variability," in IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5, 2023, Art no. 2504505, doi: 10.1109/LGRS.2023.3312384.</li><br><li>Li, R., Wang, D., &amp; Liang, S. (2023). Comparison between deep learning architectures for the 1 km, 10/15-min estimation of downward shortwave radiation from AHI and ABI. Remote Sensing of Environment, 295, 113697. https://doi.org/10.1016/j.rse.2023.113697</li><br><li>Li, R., Wang, D., Wang, W., and Nemani, R. (2023) A GeoNEX-based high-spatiotemporal-resolution product of land surface downward shortwave radiation and photosynthetically active radiation, Earth Syst. Sci. Data, https://doi.org/10.5194/essd-15-1419-2023</li><br></ul>"
    1 => "<ul class="pub-page"><li>Jia, A., Wang, D., ..., &amp; Yu, Y. (2022). Global daily actual and snow-free blue-sky land surface albedo climatology from 20-year MODIS products. Journal of Geophysical Research: Atmospheres, 127, e2021JD035987. https://doi. org/10.1029/2021JD035987</li><br><li>Wang, D., Liang, S., Li, R., &amp; Jia, A. (2021). A synergic study on estimating surface downward shortwave radiation from satellite data. Remote Sensing of Environment, 264, 112639.</li><br><li>Li, R., Wang, D., &amp; Liang, S. (2021). Comprehensive assessment of five global daily downward shortwave radiation satellite products. Science of Remote Sensing, 4, 100028.</li><br></ul>"
  ]
  "temp_pubs" => "<ul class="pub-page"><li>Alkama, R., Forzieri, G., Duveiller, G., Grassi, G., Liang, S., &amp; Cescatti, A. (2022). Vegetation-based climate mitigation in a warmer and greener World. Nature Communications, 13:606, doi:610.1038/s41467-41022-28305-41469</li><br><li>Ding, A., S. Liang, H. Ma, T. He, (2022), Extension of the Hapke model to the spectral domain to characterize soil physical properties, Remote Sensing of Environment, 269, 112843</li><br>"
  "counter" => 11
]