{"id":1552,"date":"2022-11-01T10:46:03","date_gmt":"2022-11-01T10:46:03","guid":{"rendered":"https:\/\/sites.manchester.ac.uk\/sftresearch\/?page_id=1552"},"modified":"2026-06-06T19:44:41","modified_gmt":"2026-06-06T18:44:41","slug":"data","status":"publish","type":"page","link":"https:\/\/sites.manchester.ac.uk\/sftresearch\/home\/outputs\/data\/","title":{"rendered":"Data"},"content":{"rendered":"<p>[et_pb_section bb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221; fullwidth=&#8221;on&#8221; _builder_version=&#8221;3.17.6&#8243; next_background_color=&#8221;#000000&#8243; global_module=&#8221;322&#8243;][et_pb_fullwidth_menu global_parent=&#8221;322&#8243; menu_id=&#8221;7&#8243; submenu_direction=&#8221;downwards&#8221; fullwidth_menu=&#8221;off&#8221; module_class=&#8221;main-navigation&#8221; _builder_version=&#8221;3.0.106&#8243; background_layout=&#8221;dark&#8221; \/][\/et_pb_section][et_pb_section bb_built=&#8221;1&#8243; fullwidth=&#8221;off&#8221; specialty=&#8221;off&#8221; 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parallax_method=&#8221;on&#8221; make_fullwidth=&#8221;off&#8221; use_custom_width=&#8221;off&#8221; width_unit=&#8221;on&#8221; make_equal=&#8221;off&#8221; use_custom_gutter=&#8221;off&#8221; custom_padding=&#8221;||0px|&#8221; prev_background_color=&#8221;#ffffff&#8221; next_background_color=&#8221;#ffffff&#8221;][et_pb_row allow_player_pause=&#8221;off&#8221; parallax=&#8221;off&#8221; parallax_method=&#8221;on&#8221; parallax_1=&#8221;off&#8221; parallax_method_1=&#8221;off&#8221; make_fullwidth=&#8221;off&#8221; use_custom_width=&#8221;off&#8221; width_unit=&#8221;on&#8221; use_custom_gutter=&#8221;off&#8221; make_equal=&#8221;off&#8221; custom_margin=&#8221;||0px|&#8221; custom_padding=&#8221;||0px|&#8221; module_class=&#8221;breadcrumbs-row&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; background_size=&#8221;initial&#8221;][et_pb_column type=&#8221;4_4&#8243;][et_pb_text admin_label=&#8221;Breadcrumbs (do not remove)&#8221; background_layout=&#8221;light&#8221; text_orientation=&#8221;left&#8221; use_border_color=&#8221;off&#8221; border_color=&#8221;#ffffff&#8221; border_style=&#8221;solid&#8221; module_class=&#8221;breadcrumbs&#8221; custom_css_main_element=&#8221;border-bottom: 1px solid #ececed;&#8221; module_alignment=&#8221;left&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; background_size=&#8221;initial&#8221;]<\/p>\n<span><span><a href=\"https:\/\/sites.manchester.ac.uk\/sftresearch\/\">Sustainable Forest Transitions<\/a><\/span><\/span>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section bb_built=&#8221;1&#8243; fullwidth=&#8221;off&#8221; specialty=&#8221;on&#8221; transparent_background=&#8221;off&#8221; allow_player_pause=&#8221;off&#8221; inner_shadow=&#8221;off&#8221; parallax=&#8221;off&#8221; parallax_method=&#8221;on&#8221; parallax_1=&#8221;off&#8221; parallax_method_1=&#8221;off&#8221; parallax_2=&#8221;off&#8221; parallax_method_2=&#8221;off&#8221; make_fullwidth=&#8221;off&#8221; use_custom_width=&#8221;off&#8221; width_unit=&#8221;on&#8221; make_equal=&#8221;off&#8221; use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;2&#8243; prev_background_color=&#8221;#ffffff&#8221; next_background_color=&#8221;#1d1d1d&#8221;][et_pb_column type=&#8221;1_3&#8243;][et_pb_sidebar admin_label=&#8221;Left Nav Sidebar&#8221; area=&#8221;et_pb_widget_area_1&#8243; orientation=&#8221;left&#8221; remove_border=&#8221;on&#8221; background_layout=&#8221;light&#8221; module_id=&#8221;left-nav-menu&#8221; show_border=&#8221;off&#8221; \/][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; specialty_columns=&#8221;2&#8243;][et_pb_row_inner admin_label=&#8221;Row&#8221;][et_pb_column_inner type=&#8221;4_4&#8243; saved_specialty_column_type=&#8221;2_3&#8243;][et_pb_text background_layout=&#8221;light&#8221; text_orientation=&#8221;left&#8221; use_border_color=&#8221;off&#8221; module_alignment=&#8221;left&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; background_size=&#8221;initial&#8221; _builder_version=&#8221;3.17.6&#8243;]<\/p>\n<h1>Research Data<\/h1>\n<p>We believe in open science. We have published the following datasets and code alongside the papers.<\/p>\n<ul>\n<li><strong>Govindarajulu D<\/strong>, <strong>Foster T, Pritchard R<\/strong>, Baumann M, K\u00fcmmerle T, Morey B, Parmar A, <strong>Chhatre A<\/strong>, <strong>Oldekop JA<\/strong>. 2026. Contrasting patterns of deforestation and reforestation in India\u2019s tropical dry woodlands. <em><strong>Environmental Research Letters<\/strong><\/em>, 21: 094001. [<a href=\"https:\/\/zenodo.org\/records\/18921091\">access data\u00a0files<\/a>] [<a href=\"https:\/\/code.earthengine.google.co.in\/07844d7ddc10ae446562c79a835dd895\">access data in Google Earth Engine<\/a>]<\/li>\n<li>Hajjar R*,\u00a0<strong>Oldekop JA*,\u00a0<\/strong>Cronkleton P, Newton P, Russell AJM, Zhou W. 2021. A global analysis of the social and environmental outcomes of community forests.\u00a0<em><strong>Nature Sustainability<\/strong><\/em>, 4: 216-224. [<a href=\"http:\/\/www.forestlivelihoods.org\/community-forest-management-systematic-review-dataset\/\">access data<\/a>]<\/li>\n<li>Erbaugh JT, Pradhan N, Adams J,\u00a0<strong>Oldekop JA,\u00a0<\/strong>Agrawal A, Brockington D, Pritchard R, Chhatre A. 2020. Global forest restoration and the importance of prioritizing local communities.\u00a0<strong><em>Nature Ecology and Evolution<\/em><\/strong>, 4: 1472-1476. [<a href=\"https:\/\/doi.org\/10.7910\/DVN\/YUUXKU\">access data<\/a>]<\/li>\n<li><strong>Dyngeland C*<\/strong>,\u00a0<strong>Oldekop JA,\u00a0<\/strong>Evans KL. 2020. Assessing multidimensional sustainability: Lessons from Brazil\u2019s social protection programs.\u00a0<strong><em>Proceedings of the National Academy of Sciences of the USA<\/em><\/strong><em>,<\/em>117: 20511-20519. [<a href=\"https:\/\/doi.org\/10.7910\/DVN\/RLEPZ5\">access data<\/a>]<\/li>\n<\/ul>\n<p>We are keen to make older datasets available too, so please send us an email if you are interested in accessing those. In some instances, licensing restrictions prevent us from sharing the data. In these instances, we are happy to share code to help replicate data manipulations, so do get in touch.<\/p>\n<p>[\/et_pb_text][\/et_pb_column_inner][\/et_pb_row_inner][\/et_pb_column][\/et_pb_section][et_pb_section bb_built=&#8221;1&#8243; admin_label=&#8221;Connect Title&#8221; custom_padding=&#8221;0px||0px|&#8221; _builder_version=&#8221;3.0.90&#8243; background_color=&#8221;#1d1d1d&#8221; module_class=&#8221;footer-section&#8221; prev_background_color=&#8221;#ffffff&#8221; global_module=&#8221;380&#8243;][et_pb_row admin_label=&#8221;row&#8221; global_parent=&#8221;380&#8243; locked=&#8221;off&#8221; allow_player_pause=&#8221;off&#8221; parallax=&#8221;off&#8221; parallax_method=&#8221;on&#8221; parallax_1=&#8221;off&#8221; parallax_method_1=&#8221;off&#8221; parallax_2=&#8221;off&#8221; parallax_method_2=&#8221;off&#8221; parallax_3=&#8221;off&#8221; parallax_method_3=&#8221;off&#8221; make_fullwidth=&#8221;off&#8221; use_custom_width=&#8221;off&#8221; width_unit=&#8221;on&#8221; use_custom_gutter=&#8221;off&#8221; make_equal=&#8221;off&#8221; module_id=&#8221;footer-row&#8221; _builder_version=&#8221;3.0.89&#8243;][et_pb_column type=&#8221;1_3&#8243;][et_pb_text admin_label=&#8221;Contact Us Title&#8221; global_parent=&#8221;380&#8243; background_layout=&#8221;dark&#8221; text_text_color=&#8221;#ffffff&#8221; parent_locked=&#8221;off&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; background_size=&#8221;initial&#8221;]<\/p>\n<h4>Contact Us<\/h4>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Contact Us&#8221; global_parent=&#8221;380&#8243; text_text_color=&#8221;#aaaaaa&#8221; parent_locked=&#8221;off&#8221; background_layout=&#8221;light&#8221; text_orientation=&#8221;left&#8221; use_border_color=&#8221;off&#8221; border_color=&#8221;#ffffff&#8221; border_style=&#8221;solid&#8221; module_class=&#8221;contact-us&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; background_size=&#8221;initial&#8221;]<\/p>\n<p>+44 (0) 161 306 6000<\/p>\n<p>[\/et_pb_text][et_pb_text global_parent=&#8221;380&#8243; _builder_version=&#8221;3.17.6&#8243;]<\/p>\n<p><a href=\"https:\/\/www.manchester.ac.uk\/connect\/contact-us\/\">Contact details<\/a><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243;][et_pb_text admin_label=&#8221;Find Us Title&#8221; global_parent=&#8221;380&#8243; background_layout=&#8221;dark&#8221; text_text_color=&#8221;#ffffff&#8221; parent_locked=&#8221;off&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; background_size=&#8221;initial&#8221;]<\/p>\n<h4>Find Us<\/h4>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Address&#8221; global_parent=&#8221;380&#8243; background_layout=&#8221;dark&#8221; text_orientation=&#8221;left&#8221; use_border_color=&#8221;off&#8221; border_color=&#8221;#ffffff&#8221; border_style=&#8221;solid&#8221; module_id=&#8221;address&#8221; parent_locked=&#8221;off&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; background_size=&#8221;initial&#8221;]<\/p>\n<p><a href=\"http:\/\/www.manchester.ac.uk\/discover\/maps\/interactive-map\/\">The University of Manchester<br \/>Oxford Rd<br \/>Manchester<br \/>M13 9PL<br \/>UK<\/a><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243;][et_pb_text admin_label=&#8221;Connect with us Title&#8221; global_parent=&#8221;380&#8243; background_layout=&#8221;dark&#8221; text_text_color=&#8221;#ffffff&#8221; parent_locked=&#8221;off&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; background_size=&#8221;initial&#8221; _builder_version=&#8221;3.17.6&#8243;]<\/p>\n<h4>Connect with us<\/h4>\n<p>[\/et_pb_text][et_pb_image global_parent=&#8221;380&#8243; _builder_version=&#8221;3.17.6&#8243; src=&#8221;https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-content\/uploads\/sites\/401\/2025\/07\/Screenshot-2025-07-03-at-09.37.59.png&#8221; \/][et_pb_text global_parent=&#8221;380&#8243; _builder_version=&#8221;3.17.6&#8243;]<\/p>\n<p><a href=\"https:\/\/www.manchester.ac.uk\/connect\/social-media\/\">Social media directory<\/a><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p><span><span><a href=\"https:\/\/sites.manchester.ac.uk\/sftresearch\/\">Sustainable Forest Transitions<\/a><\/span><\/span> Research DataWe believe in open science. We have published the following datasets and code alongside the papers.Govindarajulu D, Foster T, Pritchard R, Baumann M, K\u00fcmmerle T, Morey B, Parmar A, Chhatre A, Oldekop JA. 2026. Contrasting patterns of deforestation and reforestation in India\u2019s tropical dry woodlands. Environmental Research Letters, 21: 094001. [access data\u00a0files] [access [&hellip;]<\/p>\n","protected":false},"author":758,"featured_media":0,"parent":1445,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","_exactmetrics_skip_tracking":false,"footnotes":""},"class_list":["post-1552","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-json\/wp\/v2\/pages\/1552","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-json\/wp\/v2\/users\/758"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-json\/wp\/v2\/comments?post=1552"}],"version-history":[{"count":13,"href":"https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-json\/wp\/v2\/pages\/1552\/revisions"}],"predecessor-version":[{"id":1762,"href":"https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-json\/wp\/v2\/pages\/1552\/revisions\/1762"}],"up":[{"embeddable":true,"href":"https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-json\/wp\/v2\/pages\/1445"}],"wp:attachment":[{"href":"https:\/\/sites.manchester.ac.uk\/sftresearch\/wp-json\/wp\/v2\/media?parent=1552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}