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README.md

@@ -1,180 +1,111 @@
 ---
-description: 'Image dataset based on HSC SSP PRD3.
-
-  '
-homepage: ''
-version: 0.0.1
-citation: '@InProceedings{huggingface:dataset,
-
-  title = {A great new dataset},
-
-  author={huggingface, Inc.
-
-  },
-
-  year={2020}
+{}
+---
 
-  }
+    ---
+    description: 'Image dataset based on HSC SSP PRD3.
 
   '
-dataset_info:
-  config_name: pdr3_dud_22.5
-  features:
-  - name: image
-    sequence:
-    - name: band
-      dtype: string
-    - name: flux
-      dtype:
-        array2_d:
-          shape:
-          - 160
-          - 160
-          dtype: float32
-    - name: ivar
-      dtype:
-        array2_d:
-          shape:
-          - 160
-          - 160
-          dtype: float32
-    - name: mask
-      dtype:
-        array2_d:
-          shape:
-          - 160
-          - 160
-          dtype: bool
-    - name: psf_fwhm
-      dtype: float32
-    - name: scale
-      dtype: float32
-  - name: a_g
-    dtype: float32
-  - name: a_r
-    dtype: float32
-  - name: a_i
-    dtype: float32
-  - name: a_z
-    dtype: float32
-  - name: a_y
-    dtype: float32
-  - name: g_extendedness_value
-    dtype: float32
-  - name: r_extendedness_value
-    dtype: float32
-  - name: i_extendedness_value
-    dtype: float32
-  - name: z_extendedness_value
-    dtype: float32
-  - name: y_extendedness_value
-    dtype: float32
-  - name: g_cmodel_mag
-    dtype: float32
-  - name: g_cmodel_magerr
-    dtype: float32
-  - name: r_cmodel_mag
-    dtype: float32
-  - name: r_cmodel_magerr
-    dtype: float32
-  - name: i_cmodel_mag
-    dtype: float32
-  - name: i_cmodel_magerr
-    dtype: float32
-  - name: z_cmodel_mag
-    dtype: float32
-  - name: z_cmodel_magerr
-    dtype: float32
-  - name: y_cmodel_mag
-    dtype: float32
-  - name: y_cmodel_magerr
-    dtype: float32
-  - name: g_sdssshape_psf_shape11
-    dtype: float32
-  - name: g_sdssshape_psf_shape22
-    dtype: float32
-  - name: g_sdssshape_psf_shape12
-    dtype: float32
-  - name: r_sdssshape_psf_shape11
-    dtype: float32
-  - name: r_sdssshape_psf_shape22
-    dtype: float32
-  - name: r_sdssshape_psf_shape12
-    dtype: float32
-  - name: i_sdssshape_psf_shape11
-    dtype: float32
-  - name: i_sdssshape_psf_shape22
-    dtype: float32
-  - name: i_sdssshape_psf_shape12
-    dtype: float32
-  - name: z_sdssshape_psf_shape11
-    dtype: float32
-  - name: z_sdssshape_psf_shape22
-    dtype: float32
-  - name: z_sdssshape_psf_shape12
-    dtype: float32
-  - name: y_sdssshape_psf_shape11
-    dtype: float32
-  - name: y_sdssshape_psf_shape22
-    dtype: float32
-  - name: y_sdssshape_psf_shape12
-    dtype: float32
-  - name: g_sdssshape_shape11
-    dtype: float32
-  - name: g_sdssshape_shape22
-    dtype: float32
-  - name: g_sdssshape_shape12
-    dtype: float32
-  - name: r_sdssshape_shape11
-    dtype: float32
-  - name: r_sdssshape_shape22
-    dtype: float32
-  - name: r_sdssshape_shape12
-    dtype: float32
-  - name: i_sdssshape_shape11
-    dtype: float32
-  - name: i_sdssshape_shape22
-    dtype: float32
-  - name: i_sdssshape_shape12
-    dtype: float32
-  - name: z_sdssshape_shape11
-    dtype: float32
-  - name: z_sdssshape_shape22
-    dtype: float32
-  - name: z_sdssshape_shape12
-    dtype: float32
-  - name: y_sdssshape_shape11
-    dtype: float32
-  - name: y_sdssshape_shape22
-    dtype: float32
-  - name: y_sdssshape_shape12
-    dtype: float32
-  - name: object_id
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 90943833860
-    num_examples: 86614
-  download_size: 88905902989
-  dataset_size: 90943833860
-configs:
-- config_name: pdr3_dud_22.5
-  data_files:
-  - split: train
-    path: pdr3_dud_22.5/train-*
----
+homepage: https://hsc-release.mtk.nao.ac.jp/doc/
+version: 1.0.0
+citation: "% CITATION\n@article{Aihara_2017,\n   title={The Hyper Suprime-Cam SSP\
+  \ Survey: Overview and survey design},\n   volume={70},\n   ISSN={2053-051X},\n\
+  \   url={http://dx.doi.org/10.1093/pasj/psx066},\n   DOI={10.1093/pasj/psx066},\n\
+  \   number={SP1},\n   journal={Publications of the Astronomical Society of Japan},\n\
+  \   publisher={Oxford University Press (OUP)},\n   author={Aihara, Hiroaki and Arimoto,\
+  \ Nobuo and Armstrong, Robert and Arnouts, Stéphane and Bahcall, Neta A and Bickerton,\
+  \ Steven and Bosch, James and Bundy, Kevin and Capak, Peter L and Chan, James H\
+  \ H and Chiba, Masashi and Coupon, Jean and Egami, Eiichi and Enoki, Motohiro and\
+  \ Finet, Francois and Fujimori, Hiroki and Fujimoto, Seiji and Furusawa, Hisanori\
+  \ and Furusawa, Junko and Goto, Tomotsugu and Goulding, Andy and Greco, Johnny P\
+  \ and Greene, Jenny E and Gunn, James E and Hamana, Takashi and Harikane, Yuichi\
+  \ and Hashimoto, Yasuhiro and Hattori, Takashi and Hayashi, Masao and Hayashi, Yusuke\
+  \ and Hełminiak, Krzysztof G and Higuchi, Ryo and Hikage, Chiaki and Ho, Paul T\
+  \ P and Hsieh, Bau-Ching and Huang, Kuiyun and Huang, Song and Ikeda, Hiroyuki and\
+  \ Imanishi, Masatoshi and Inoue, Akio K and Iwasawa, Kazushi and Iwata, Ikuru and\
+  \ Jaelani, Anton T and Jian, Hung-Yu and Kamata, Yukiko and Karoji, Hiroshi and\
+  \ Kashikawa, Nobunari and Katayama, Nobuhiko and Kawanomoto, Satoshi and Kayo, Issha\
+  \ and Koda, Jin and Koike, Michitaro and Kojima, Takashi and Komiyama, Yutaka and\
+  \ Konno, Akira and Koshida, Shintaro and Koyama, Yusei and Kusakabe, Haruka and\
+  \ Leauthaud, Alexie and Lee, Chien-Hsiu and Lin, Lihwai and Lin, Yen-Ting and Lupton,\
+  \ Robert H and Mandelbaum, Rachel and Matsuoka, Yoshiki and Medezinski, Elinor and\
+  \ Mineo, Sogo and Miyama, Shoken and Miyatake, Hironao and Miyazaki, Satoshi and\
+  \ Momose, Rieko and More, Anupreeta and More, Surhud and Moritani, Yuki and Moriya,\
+  \ Takashi J and Morokuma, Tomoki and Mukae, Shiro and Murata, Ryoma and Murayama,\
+  \ Hitoshi and Nagao, Tohru and Nakata, Fumiaki and Niida, Mana and Niikura, Hiroko\
+  \ and Nishizawa, Atsushi J and Obuchi, Yoshiyuki and Oguri, Masamune and Oishi,\
+  \ Yukie and Okabe, Nobuhiro and Okamoto, Sakurako and Okura, Yuki and Ono, Yoshiaki\
+  \ and Onodera, Masato and Onoue, Masafusa and Osato, Ken and Ouchi, Masami and Price,\
+  \ Paul A and Pyo, Tae-Soo and Sako, Masao and Sawicki, Marcin and Shibuya, Takatoshi\
+  \ and Shimasaku, Kazuhiro and Shimono, Atsushi and Shirasaki, Masato and Silverman,\
+  \ John D and Simet, Melanie and Speagle, Joshua and Spergel, David N and Strauss,\
+  \ Michael A and Sugahara, Yuma and Sugiyama, Naoshi and Suto, Yasushi and Suyu,\
+  \ Sherry H and Suzuki, Nao and Tait, Philip J and Takada, Masahiro and Takata, Tadafumi\
+  \ and Tamura, Naoyuki and Tanaka, Manobu M and Tanaka, Masaomi and Tanaka, Masayuki\
+  \ and Tanaka, Yoko and Terai, Tsuyoshi and Terashima, Yuichi and Toba, Yoshiki and\
+  \ Tominaga, Nozomu and Toshikawa, Jun and Turner, Edwin L and Uchida, Tomohisa and\
+  \ Uchiyama, Hisakazu and Umetsu, Keiichi and Uraguchi, Fumihiro and Urata, Yuji\
+  \ and Usuda, Tomonori and Utsumi, Yousuke and Wang, Shiang-Yu and Wang, Wei-Hao\
+  \ and Wong, Kenneth C and Yabe, Kiyoto and Yamada, Yoshihiko and Yamanoi, Hitomi\
+  \ and Yasuda, Naoki and Yeh, Sherry and Yonehara, Atsunori and Yuma, Suraphong},\n\
+  \   year={2017},\n   month=sep\n}\n\n@article{Aihara_2022,\n   title={Third data\
+  \ release of the Hyper Suprime-Cam Subaru Strategic Program},\n   volume={74},\n\
+  \   ISSN={2053-051X},\n   url={http://dx.doi.org/10.1093/pasj/psab122},\n   DOI={10.1093/pasj/psab122},\n\
+  \   number={2},\n   journal={Publications of the Astronomical Society of Japan},\n\
+  \   publisher={Oxford University Press (OUP)},\n   author={Aihara, Hiroaki and AlSayyad,\
+  \ Yusra and Ando, Makoto and Armstrong, Robert and Bosch, James and Egami, Eiichi\
+  \ and Furusawa, Hisanori and Furusawa, Junko and Harasawa, Sumiko and Harikane,\
+  \ Yuichi and Hsieh, Bau-Ching and Ikeda, Hiroyuki and Ito, Kei and Iwata, Ikuru\
+  \ and Kodama, Tadayuki and Koike, Michitaro and Kokubo, Mitsuru and Komiyama, Yutaka\
+  \ and Li, Xiangchong and Liang, Yongming and Lin, Yen-Ting and Lupton, Robert H\
+  \ and Lust, Nate B and MacArthur, Lauren A and Mawatari, Ken and Mineo, Sogo and\
+  \ Miyatake, Hironao and Miyazaki, Satoshi and More, Surhud and Morishima, Takahiro\
+  \ and Murayama, Hitoshi and Nakajima, Kimihiko and Nakata, Fumiaki and Nishizawa,\
+  \ Atsushi J and Oguri, Masamune and Okabe, Nobuhiro and Okura, Yuki and Ono, Yoshiaki\
+  \ and Osato, Ken and Ouchi, Masami and Pan, Yen-Chen and Plazas Malagón, Andrés\
+  \ A and Price, Paul A and Reed, Sophie L and Rykoff, Eli S and Shibuya, Takatoshi\
+  \ and Simunovic, Mirko and Strauss, Michael A and Sugimori, Kanako and Suto, Yasushi\
+  \ and Suzuki, Nao and Takada, Masahiro and Takagi, Yuhei and Takata, Tadafumi and\
+  \ Takita, Satoshi and Tanaka, Masayuki and Tang, Shenli and Taranu, Dan S and Terai,\
+  \ Tsuyoshi and Toba, Yoshiki and Turner, Edwin L and Uchiyama, Hisakazu and Vijarnwannaluk,\
+  \ Bovornpratch and Waters, Christopher Z and Yamada, Yoshihiko and Yamamoto, Naoaki\
+  \ and Yamashita, Takuji},\n   year={2022},\n   month=feb, pages={247–272}\n}\n"
+    ---
 
-# Hsc Dataset
+    # Hsc Dataset
 
+    See Acknowledgements / Citation
 
+    Image dataset based on HSC SSP PRD3.
 
-Image dataset based on HSC SSP PRD3.
 
+    % CITATION
+@article{Aihara_2017,
+   title={The Hyper Suprime-Cam SSP Survey: Overview and survey design},
+   volume={70},
+   ISSN={2053-051X},
+   url={http://dx.doi.org/10.1093/pasj/psx066},
+   DOI={10.1093/pasj/psx066},
+   number={SP1},
+   journal={Publications of the Astronomical Society of Japan},
+   publisher={Oxford University Press (OUP)},
+   author={Aihara, Hiroaki and Arimoto, Nobuo and Armstrong, Robert and Arnouts, Stéphane and Bahcall, Neta A and Bickerton, Steven and Bosch, James and Bundy, Kevin and Capak, Peter L and Chan, James H H and Chiba, Masashi and Coupon, Jean and Egami, Eiichi and Enoki, Motohiro and Finet, Francois and Fujimori, Hiroki and Fujimoto, Seiji and Furusawa, Hisanori and Furusawa, Junko and Goto, Tomotsugu and Goulding, Andy and Greco, Johnny P and Greene, Jenny E and Gunn, James E and Hamana, Takashi and Harikane, Yuichi and Hashimoto, Yasuhiro and Hattori, Takashi and Hayashi, Masao and Hayashi, Yusuke and Hełminiak, Krzysztof G and Higuchi, Ryo and Hikage, Chiaki and Ho, Paul T P and Hsieh, Bau-Ching and Huang, Kuiyun and Huang, Song and Ikeda, Hiroyuki and Imanishi, Masatoshi and Inoue, Akio K and Iwasawa, Kazushi and Iwata, Ikuru and Jaelani, Anton T and Jian, Hung-Yu and Kamata, Yukiko and Karoji, Hiroshi and Kashikawa, Nobunari and Katayama, Nobuhiko and Kawanomoto, Satoshi and Kayo, Issha and Koda, Jin and Koike, Michitaro and Kojima, Takashi and Komiyama, Yutaka and Konno, Akira and Koshida, Shintaro and Koyama, Yusei and Kusakabe, Haruka and Leauthaud, Alexie and Lee, Chien-Hsiu and Lin, Lihwai and Lin, Yen-Ting and Lupton, Robert H and Mandelbaum, Rachel and Matsuoka, Yoshiki and Medezinski, Elinor and Mineo, Sogo and Miyama, Shoken and Miyatake, Hironao and Miyazaki, Satoshi and Momose, Rieko and More, Anupreeta and More, Surhud and Moritani, Yuki and Moriya, Takashi J and Morokuma, Tomoki and Mukae, Shiro and Murata, Ryoma and Murayama, Hitoshi and Nagao, Tohru and Nakata, Fumiaki and Niida, Mana and Niikura, Hiroko and Nishizawa, Atsushi J and Obuchi, Yoshiyuki and Oguri, Masamune and Oishi, Yukie and Okabe, Nobuhiro and Okamoto, Sakurako and Okura, Yuki and Ono, Yoshiaki and Onodera, Masato and Onoue, Masafusa and Osato, Ken and Ouchi, Masami and Price, Paul A and Pyo, Tae-Soo and Sako, Masao and Sawicki, Marcin and Shibuya, Takatoshi and Shimasaku, Kazuhiro and Shimono, Atsushi and Shirasaki, Masato and Silverman, John D and Simet, Melanie and Speagle, Joshua and Spergel, David N and Strauss, Michael A and Sugahara, Yuma and Sugiyama, Naoshi and Suto, Yasushi and Suyu, Sherry H and Suzuki, Nao and Tait, Philip J and Takada, Masahiro and Takata, Tadafumi and Tamura, Naoyuki and Tanaka, Manobu M and Tanaka, Masaomi and Tanaka, Masayuki and Tanaka, Yoko and Terai, Tsuyoshi and Terashima, Yuichi and Toba, Yoshiki and Tominaga, Nozomu and Toshikawa, Jun and Turner, Edwin L and Uchida, Tomohisa and Uchiyama, Hisakazu and Umetsu, Keiichi and Uraguchi, Fumihiro and Urata, Yuji and Usuda, Tomonori and Utsumi, Yousuke and Wang, Shiang-Yu and Wang, Wei-Hao and Wong, Kenneth C and Yabe, Kiyoto and Yamada, Yoshihiko and Yamanoi, Hitomi and Yasuda, Naoki and Yeh, Sherry and Yonehara, Atsunori and Yuma, Suraphong},
+   year={2017},
+   month=sep
+}
 
-@InProceedings{huggingface:dataset,
-title = {A great new dataset},
-author={huggingface, Inc.
-},
-year={2020}
+@article{Aihara_2022,
+   title={Third data release of the Hyper Suprime-Cam Subaru Strategic Program},
+   volume={74},
+   ISSN={2053-051X},
+   url={http://dx.doi.org/10.1093/pasj/psab122},
+   DOI={10.1093/pasj/psab122},
+   number={2},
+   journal={Publications of the Astronomical Society of Japan},
+   publisher={Oxford University Press (OUP)},
+   author={Aihara, Hiroaki and AlSayyad, Yusra and Ando, Makoto and Armstrong, Robert and Bosch, James and Egami, Eiichi and Furusawa, Hisanori and Furusawa, Junko and Harasawa, Sumiko and Harikane, Yuichi and Hsieh, Bau-Ching and Ikeda, Hiroyuki and Ito, Kei and Iwata, Ikuru and Kodama, Tadayuki and Koike, Michitaro and Kokubo, Mitsuru and Komiyama, Yutaka and Li, Xiangchong and Liang, Yongming and Lin, Yen-Ting and Lupton, Robert H and Lust, Nate B and MacArthur, Lauren A and Mawatari, Ken and Mineo, Sogo and Miyatake, Hironao and Miyazaki, Satoshi and More, Surhud and Morishima, Takahiro and Murayama, Hitoshi and Nakajima, Kimihiko and Nakata, Fumiaki and Nishizawa, Atsushi J and Oguri, Masamune and Okabe, Nobuhiro and Okura, Yuki and Ono, Yoshiaki and Osato, Ken and Ouchi, Masami and Pan, Yen-Chen and Plazas Malagón, Andrés A and Price, Paul A and Reed, Sophie L and Rykoff, Eli S and Shibuya, Takatoshi and Simunovic, Mirko and Strauss, Michael A and Sugimori, Kanako and Suto, Yasushi and Suzuki, Nao and Takada, Masahiro and Takagi, Yuhei and Takata, Tadafumi and Takita, Satoshi and Tanaka, Masayuki and Tang, Shenli and Taranu, Dan S and Terai, Tsuyoshi and Toba, Yoshiki and Turner, Edwin L and Uchiyama, Hisakazu and Vijarnwannaluk, Bovornpratch and Waters, Christopher Z and Yamada, Yoshihiko and Yamamoto, Naoaki and Yamashita, Takuji},
+   year={2022},
+   month=feb, pages={247–272}
 }
 
+