The Popular Unity Candidacy (CUP) party denounced Madrid's plans as the "biggest aggression" against the Catalan people since the Franco dictatorship.
"This aggression will receive a response in the form of massive civil disobedience," said the party, a key regional power broker, in a statement.
The CUP's threat upped the stakes in the standoff over Catalan independence, which has raised fears of unrest in Spain's deepest political crisis in decades.
Half a million angry separatists took to the streets of Barcelona on Saturday after Spanish Prime Minister Mariano Rajoy announced he would remove Catalan leader Carles Puigdemont and his executive.
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The CUP is a key ally of the ruling separatist coalition in the regional parliament.
It said the details of the protest actions it is planning would be unveiled later this week.
Catalan parties were scheduled to meet on Monday to set a date and agenda for a gathering of the regional parliament to debate their next steps.
Such a session could give the ruling separatists another opportunity to declare unilateral independence. They have been threatening to do so since holding a banned referendum on the issue on October 1.
He denounced what he called "a fully-fledged coup against Catalan institutions".
Though polls indicate Catalans are divided on whether to break away from Spain, autonomy remains a sensitive issue in the northeastern region of 7.5 million people. Catalonia fiercely defends its language and culture and has previously enjoyed control over its policing, education and healthcare.
Francisco Franco -- who ruled from 1939 until 1975 -- took Catalonia's political powers away and banned official use of the Catalan language.
Madrid could take control of the Catalan police force and replace its public media chiefs. Under the constitutional measures, new elections for the regional parliament must be called within six months.
The Senate is set to approve the measures by the end of the week.
Rajoy's conservative Popular Party holds a majority in the Senate, where his approach to Catalonia enjoys support from other major parties.
"He could not sign laws, he could not adopt valid decisions, he could not exercise his duties," she said during an interview with radio Onda Cero on Monday.
But political analysts warn that Madrid faces a serious struggle in practical terms to impose control over the region.
Potential scenarios include Catalan police and civil servants refusing to obey orders from central authorities.
"What is going to happen if they don't abide by it?" said Xavier Arbos Marin, a constitutional law professor at the University of Barcelona. He raised the prospect of the government trying to "take them out by force".
Independence supporters may also seek to scupper Madrid's plans through acts of civil disobedience such as surrounding regional ministries.
"If police try to enter one of the Catalan institutions, there will be peaceful resistance," said Ruben Wagensberg, spokesman for new activist group En Pie de Paz.
Antonio Crespo, a 65-year-old retiree who joined a protest in the Spanish capital on Sunday night against Madrid's takeover, described Rajoy's decision as "disastrous".
"It's a huge retreat of freedoms and rights," he told AFP.
Puigdemont says 90 percent backed a split from Spain in the referendum, but turnout was given as 43 percent as many anti-independence Catalans stayed away from a vote that was declared illegal by the courts.
The crisis has rattled a European Union that is already grappling with Brexit.
Against the backdrop of Catalonia's push for independence, two of Italy's wealthiest northern regions Sunday voted overwhelmingly in favour of greater autonomy.
The referendums in Veneto and Lombardy are not binding and the organisers stressed they were seeking greater autonomy and to reduce their regions' tax contributions to Rome rather than looking to secede.