move galaxy10 download link to Zenodo

docs/source/galaxy10.rst

@@ -1,21 +1,21 @@
 .. automodule:: astroNN.datasets.galaxy10
 
-Galaxy10 DECals Dataset
+Galaxy10 DECaLS Dataset
 ==========================
 
-Welcome! Galaxy10 DECals is a much improved version of our original `Galaxy10`_. The source code is here: https://github.com/henrysky/Galaxy10
+Welcome! Galaxy10 DECaLS is a much improved version of our original `Galaxy10`_. The source code is here: https://github.com/henrysky/Galaxy10
 
 The original Galaxy10 dataset was created with Galaxy Zoo (GZ) Data Release 2 where volunteers classify ~270k of SDSS galaxy images where ~22k of those images 
-were selected in 10 broad classes using volunteer votes. GZ later utilized images from `DESI Legacy Imaging Surveys`_ (DECals) with much better resolution and image quality.
-Galaxy10 DECals has combined all three (GZ DR2 with DECals images instead of SDSS images and  DECals campaign ab, c) results in ~441k of unique galaxies covered by DECals
-where ~18k of those images were selected in 10 broad classes using volunteer votes with more rigorous filtering. Galaxy10 DECals had its 10 broad classes tweaked a bit so that
+were selected in 10 broad classes using volunteer votes. GZ later utilized images from `DESI Legacy Imaging Surveys`_ (DECaLS) with much better resolution and image quality.
+Galaxy10 DECaLS has combined all three (GZ DR2 with DECaLS images instead of SDSS images and  DECaLS campaign ab, c) results in ~441k of unique galaxies covered by DECaLS
+where ~18k of those images were selected in 10 broad classes using volunteer votes with more rigorous filtering. Galaxy10 DECaLS had its 10 broad classes tweaked a bit so that
 each class is more distinct from each other and ``Edge-on Disk with Boxy Bulge`` class with only 17 images in original Galaxy10 was abandoned. The source code for this dataset is released
-under this repositary so you are welcome to play around if you like, otherwise you can use the compiled Galaxy10 DECals with dowload link below.
+under this repositary so you are welcome to play around if you like, otherwise you can use the compiled Galaxy10 DECaLS with dowload link below.
 
-Download Galaxy10 DECals
+Download Galaxy10 DECaLS
 --------------------------
 
-``Galaxy10_DECals.h5``: https://www.astro.utoronto.ca/~hleung/shared/Galaxy10/Galaxy10_DECals.h5
+``Galaxy10_DECals.h5``: https://zenodo.org/records/10845026/files/Galaxy10_DECals.h5
 
 SHA256: ``19AEFC477C41BB7F77FF07599A6B82A038DC042F889A111B0D4D98BB755C1571``
 
@@ -24,11 +24,11 @@ Size: 2.54 GB
 Introduction
 ---------------
 
-Galaxy10 DECals is a dataset contains 17736 256x256 pixels colored galaxy images (g, r and z band) separated in 10 classes. 
+Galaxy10 DECaLS is a dataset contains 17736 256x256 pixels colored galaxy images (g, r and z band) separated in 10 classes. 
 ``Galaxy10_DECals.h5`` have columns ``images`` with shape ``(17736, 256, 256, 3)``, ``ans``, ``ra``, ``dec``, 
 ``redshift`` and ``pxscale`` in unit of arcsecond per pixel
 
-Galaxy10 DECals images come from `DESI Legacy Imaging Surveys`_ and labels come from `Galaxy Zoo`_.
+Galaxy10 DECaLS images come from `DESI Legacy Imaging Surveys`_ and labels come from `Galaxy Zoo`_.
 
 ::
 
@@ -139,7 +139,7 @@ For astroNN acknowledgment, please refers to :ref:`Acknowledging astroNN`
 1. Galaxy10 dataset classification labels come from `Galaxy Zoo`_
 2. Galaxy10 dataset images come from `DESI Legacy Imaging Surveys`_
 
-Galaxy Zoo is described in `Lintott et al. 2008`_, the GalaxyZoo Data Release 2 is described in `Lintott et al. 2011`_, Galaxy Zoo DECals Campaign is described in 
+Galaxy Zoo is described in `Lintott et al. 2008`_, the GalaxyZoo Data Release 2 is described in `Lintott et al. 2011`_, Galaxy Zoo DECaLS Campaign is described in 
 `Walmsley M. et al. 2021`_, DESI Legacy Imaging Surveys is described in `Dey A. et al., 2019`_
 
 The Legacy Surveys consist of three individual and complementary projects: the Dark Energy Camera Legacy Survey (DECaLS; Proposal ID #2014B-0404; PIs: David Schlegel and Arjun Dey), the Beijing-Arizona Sky Survey (BASS; NOAO Prop. ID #2015A-0801; PIs: Zhou Xu and Xiaohui Fan), and the Mayall z-band Legacy Survey (MzLS; Prop. ID #2016A-0453; PI: Arjun Dey). DECaLS, BASS and MzLS together include data obtained, respectively, at the Blanco telescope, Cerro Tololo Inter-American Observatory, NSF’s NOIRLab; the Bok telescope, Steward Observatory, University of Arizona; and the Mayall telescope, Kitt Peak National Observatory, NOIRLab. The Legacy Surveys project is honored to be permitted to conduct astronomical research on Iolkam Du’ag (Kitt Peak), a mountain with particular significance to the Tohono O’odham Nation.

docs/source/galaxy10sdss.rst

@@ -59,7 +59,7 @@ For more information on the original classification tree: `Galaxy Zoo Decision T
 Download Galaxy10 SDSS
 -------------------------
 
-Galaxy10.h5: http://www.astro.utoronto.ca/~bovy/Galaxy10/Galaxy10.h5
+Galaxy10.h5: https://zenodo.org/records/10844811/files/Galaxy10.h5
 
 SHA256: ``969A6B1CEFCC36E09FFFA86FEBD2F699A4AA19B837BA0427F01B0BC6DED458AF``
 

src/astroNN/datasets/galaxy10.py

@@ -1,5 +1,5 @@
 # ---------------------------------------------------------#
-#   astroNN.datasets.galaxy10: galaxy10
+#   astroNN.datasets.galaxy10: Galaxy10 DECaLS dataset
 # ---------------------------------------------------------#
 
 import os
@@ -25,7 +25,7 @@
 }
 
 
-_G10_ORIGIN = "https://www.astro.utoronto.ca/~hleung/shared/Galaxy10/"
+_G10_ORIGIN = "https://zenodo.org/records/10845026/files/"
 
 
 def load_data(flag=None):

src/astroNN/datasets/galaxy10sdss.py

@@ -1,5 +1,5 @@
 # ---------------------------------------------------------#
-#   astroNN.datasets.galaxy10: galaxy10
+#   astroNN.datasets.galaxy10sdss: Galaxy10 SDSS
 # ---------------------------------------------------------#
 
 import os
@@ -24,7 +24,7 @@
     9: "Disk, Face-on, Loose Spiral",
 }
 
-_G10_ORIGIN = "https://www.astro.utoronto.ca/~bovy/Galaxy10/"
+_G10_ORIGIN = "https://zenodo.org/records/10844811/files/"
 
 
 def load_data(flag=None):