diff --git a/pygmt/datasets/earth_age.py b/pygmt/datasets/earth_age.py
index 69a7c94e01b..8182be77b28 100644
--- a/pygmt/datasets/earth_age.py
+++ b/pygmt/datasets/earth_age.py
@@ -15,7 +15,7 @@ def load_earth_age(resolution="01d", region=None, registration=None):
     r"""
     Load the Earth seafloor crustal age dataset in various resolutions.
 
-    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_age.png # noqa: W505
+    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_earth_age.png # noqa: W505
        :width: 80 %
        :align: center
 
diff --git a/pygmt/datasets/earth_free_air_anomaly.py b/pygmt/datasets/earth_free_air_anomaly.py
index f89c39a858e..8e411e14359 100644
--- a/pygmt/datasets/earth_free_air_anomaly.py
+++ b/pygmt/datasets/earth_free_air_anomaly.py
@@ -16,7 +16,7 @@ def load_earth_free_air_anomaly(resolution="01d", region=None, registration=None
     Load the IGPP Global Earth Free-Air Anomaly datatset in various
     resolutions.
 
-    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_faa.jpg # noqa: W505
+    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_earth_faa.jpg # noqa: W505
        :width: 80 %
        :align: center
 
diff --git a/pygmt/datasets/earth_geoid.py b/pygmt/datasets/earth_geoid.py
index 8aa335260bf..104df50e344 100644
--- a/pygmt/datasets/earth_geoid.py
+++ b/pygmt/datasets/earth_geoid.py
@@ -15,7 +15,7 @@ def load_earth_geoid(resolution="01d", region=None, registration=None):
     r"""
     Load the EGM2008 Global Earth Geoid dataset in various resolutions.
 
-    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_geoid.jpg # noqa: W505
+    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_earth_geoid.jpg # noqa: W505
        :width: 80 %
        :align: center
 
diff --git a/pygmt/datasets/earth_magnetic_anomaly.py b/pygmt/datasets/earth_magnetic_anomaly.py
index 7f49a4df944..7372ba486d7 100644
--- a/pygmt/datasets/earth_magnetic_anomaly.py
+++ b/pygmt/datasets/earth_magnetic_anomaly.py
@@ -24,8 +24,8 @@ def load_earth_magnetic_anomaly(
 
        * - Global Earth Magnetic Anomaly Model (EMAG2)
          - World Digital Magnetic Anomaly Map (WDMAM)
-       * - .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_mag.jpg # noqa: W505
-         - .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_wdmam.jpg # noqa: W505
+       * - .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_earth_mag4km.jpg # noqa: W505
+         - .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_earth_wdmam.jpg # noqa: W505
 
     The grids are downloaded to a user data directory
     (usually ``~/.gmt/server/earth/earth_mag/``,
diff --git a/pygmt/datasets/earth_mask.py b/pygmt/datasets/earth_mask.py
index 7556c6923f0..99bb57f51b2 100644
--- a/pygmt/datasets/earth_mask.py
+++ b/pygmt/datasets/earth_mask.py
@@ -15,7 +15,7 @@ def load_earth_mask(resolution="01d", region=None, registration=None):
     r"""
     Load the GSHHG Global Earth Mask dataset in various resolutions.
 
-    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_earthmask.png # noqa: W505
+    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_earth_mask.png # noqa: W505
        :width: 80 %
        :align: center
 
diff --git a/pygmt/datasets/earth_relief.py b/pygmt/datasets/earth_relief.py
index bccdf1e67a8..aa7df5cfbca 100644
--- a/pygmt/datasets/earth_relief.py
+++ b/pygmt/datasets/earth_relief.py
@@ -23,7 +23,7 @@ def load_earth_relief(
     Load the Earth relief datasets (topography and bathymetry) in various
     resolutions.
 
-    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_gebcosi.jpg # noqa: W505
+    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_earth_gebcosi.jpg # noqa: W505
        :width: 80 %
        :align: center
 
diff --git a/pygmt/datasets/earth_vertical_gravity_gradient.py b/pygmt/datasets/earth_vertical_gravity_gradient.py
index dcc93d6fd9d..30ac2c427f4 100644
--- a/pygmt/datasets/earth_vertical_gravity_gradient.py
+++ b/pygmt/datasets/earth_vertical_gravity_gradient.py
@@ -18,7 +18,7 @@ def load_earth_vertical_gravity_gradient(
     Load the IGPP Global Earth Vertical Gravity Gradient dataset in various
     resolutions.
 
-    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_vgg.jpg # noqa: W505
+    .. figure:: https://www.generic-mapping-tools.org/remote-datasets/_images/GMT_earth_vgg.jpg # noqa: W505
        :width: 80 %
        :align: center